Overview
Brought to you by YData
Dataset statistics
| Number of variables | 65 |
|---|---|
| Number of observations | 93 |
| Missing cells | 1779 |
| Missing cells (%) | 29.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 246.2 KiB |
| Average record size in memory | 2.6 KiB |
Variable types
| Numeric | 18 |
|---|---|
| DateTime | 7 |
| Categorical | 25 |
| Text | 3 |
| Unsupported | 9 |
| Boolean | 3 |
protocol_id has constant value "8" | Constant |
sample_snow_depth_mm has constant value "50.0" | Constant |
sample_snow_depth_flag has constant value "measurable" | Constant |
protocol_name has constant value "Surface Temperature" | Constant |
protocol_model has constant value "SurfaceTemperature" | Constant |
protocol_association_name has constant value "surface_temperature" | Constant |
protocol_alt_name has constant value "Surface Temperature" | Constant |
protocol_investigation_area has constant value "Atmosphere" | Constant |
submission_developer_key_id has constant value "5" | Constant |
protocol_set_name has constant value "Surface Temperature" | Constant |
protocol_set_code has constant value "9808" | Constant |
site_is_citizen_science has constant value "False" | Constant |
PCA_outlier_flag has constant value "True" | Constant |
developer_key_is_citizen_science is highly overall correlated with developer_key_name and 19 other fields | High correlation |
developer_key_name is highly overall correlated with developer_key_is_citizen_science and 21 other fields | High correlation |
homogeneous_site_long_length_m is highly overall correlated with homogeneous_site_short_length_m and 18 other fields | High correlation |
homogeneous_site_short_length_m is highly overall correlated with homogeneous_site_long_length_m and 17 other fields | High correlation |
instrument_type is highly overall correlated with developer_key_is_citizen_science and 29 other fields | High correlation |
organizationid is highly overall correlated with instrument_type and 8 other fields | High correlation |
site_developer_key_id is highly overall correlated with developer_key_is_citizen_science and 21 other fields | High correlation |
site_elevation is highly overall correlated with homogeneous_site_long_length_m and 13 other fields | High correlation |
site_id is highly overall correlated with developer_key_is_citizen_science and 12 other fields | High correlation |
site_latitude is highly overall correlated with instrument_type and 9 other fields | High correlation |
site_location_source is highly overall correlated with developer_key_is_citizen_science and 20 other fields | High correlation |
site_longitude is highly overall correlated with homogeneous_site_long_length_m and 14 other fields | High correlation |
site_name is highly overall correlated with developer_key_is_citizen_science and 29 other fields | High correlation |
site_photo_photo_data is highly overall correlated with developer_key_is_citizen_science and 27 other fields | High correlation |
site_photo_primary_photo_url is highly overall correlated with developer_key_is_citizen_science and 27 other fields | High correlation |
site_photo_primary_thumb_url is highly overall correlated with developer_key_is_citizen_science and 27 other fields | High correlation |
site_point is highly overall correlated with developer_key_is_citizen_science and 29 other fields | High correlation |
st_id is highly overall correlated with developer_key_is_citizen_science and 14 other fields | High correlation |
sts_id is highly overall correlated with developer_key_is_citizen_science and 14 other fields | High correlation |
submission_data is highly overall correlated with developer_key_is_citizen_science and 25 other fields | High correlation |
submission_elevation is highly overall correlated with developer_key_is_citizen_science and 21 other fields | High correlation |
submission_id is highly overall correlated with developer_key_is_citizen_science and 18 other fields | High correlation |
submission_latitude is highly overall correlated with developer_key_is_citizen_science and 14 other fields | High correlation |
submission_longitude is highly overall correlated with developer_key_is_citizen_science and 19 other fields | High correlation |
submission_point is highly overall correlated with developer_key_is_citizen_science and 30 other fields | High correlation |
surface_condition is highly overall correlated with instrument_type and 8 other fields | High correlation |
surface_cover_type is highly overall correlated with developer_key_name and 14 other fields | High correlation |
user_type_description is highly overall correlated with developer_key_name and 14 other fields | High correlation |
userid is highly overall correlated with developer_key_is_citizen_science and 16 other fields | High correlation |
usertype is highly overall correlated with developer_key_name and 14 other fields | High correlation |
version is highly overall correlated with site_photo_photo_data and 4 other fields | High correlation |
version_id is highly overall correlated with developer_key_is_citizen_science and 19 other fields | High correlation |
site_location_source is highly imbalanced (61.5%) | Imbalance |
site_developer_key_id is highly imbalanced (57.5%) | Imbalance |
developer_key_name is highly imbalanced (57.5%) | Imbalance |
surface_condition has 3 (3.2%) missing values | Missing |
submission_id has 22 (23.7%) missing values | Missing |
sample_snow_depth_mm has 92 (98.9%) missing values | Missing |
sample_snow_depth_flag has 92 (98.9%) missing values | Missing |
site_version_comments has 87 (93.5%) missing values | Missing |
homogeneous_site_short_length_m has 8 (8.6%) missing values | Missing |
homogeneous_site_long_length_m has 8 (8.6%) missing values | Missing |
surface_cover_type has 18 (19.4%) missing values | Missing |
instrument_type has 44 (47.3%) missing values | Missing |
submission_comments has 88 (94.6%) missing values | Missing |
submission_developer_key_id has 22 (23.7%) missing values | Missing |
submission_access_code_id has 93 (100.0%) missing values | Missing |
submission_latitude has 22 (23.7%) missing values | Missing |
submission_longitude has 22 (23.7%) missing values | Missing |
submission_elevation has 22 (23.7%) missing values | Missing |
submission_point has 22 (23.7%) missing values | Missing |
submission_data has 50 (53.8%) missing values | Missing |
protocol_set_name has 22 (23.7%) missing values | Missing |
protocol_set_code has 22 (23.7%) missing values | Missing |
site_deactivated_at has 93 (100.0%) missing values | Missing |
site_comments has 93 (100.0%) missing values | Missing |
site_elevation_type has 93 (100.0%) missing values | Missing |
site_nickname has 93 (100.0%) missing values | Missing |
site_true_latitude has 93 (100.0%) missing values | Missing |
site_true_longitude has 93 (100.0%) missing values | Missing |
site_true_elevation has 93 (100.0%) missing values | Missing |
site_true_point has 93 (100.0%) missing values | Missing |
site_photo_measured_at has 69 (74.2%) missing values | Missing |
site_photo_primary_thumb_url has 69 (74.2%) missing values | Missing |
site_photo_primary_photo_url has 69 (74.2%) missing values | Missing |
site_photo_photo_data has 69 (74.2%) missing values | Missing |
sts_id has unique values | Unique |
submission_access_code_id is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
site_deactivated_at is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
site_comments is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
site_elevation_type is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
site_nickname is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
site_true_latitude is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
site_true_longitude is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
site_true_elevation is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
site_true_point is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2025-07-07 20:07:38.702646 |
|---|---|
| Analysis finished | 2025-07-07 20:07:49.927785 |
| Duration | 11.23 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
st_id
Real number (ℝ)
High correlation
| Distinct | 92 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 145583.61 |
| Minimum | 42643 |
|---|---|
| Maximum | 166807 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 42643 |
|---|---|
| 5-th percentile | 51435 |
| Q1 | 153275 |
| median | 157756 |
| Q3 | 163163 |
| 95-th percentile | 166330.4 |
| Maximum | 166807 |
| Range | 124164 |
| Interquartile range (IQR) | 9888 |
Descriptive statistics
| Standard deviation | 35301.546 |
|---|---|
| Coefficient of variation (CV) | 0.24248297 |
| Kurtosis | 3.2094064 |
| Mean | 145583.61 |
| Median Absolute Deviation (MAD) | 5407 |
| Skewness | -2.1984935 |
| Sum | 13539276 |
| Variance | 1.2461992 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 162456 | 2 | 2.2% |
| 42643 | 1 | 1.1% |
| 162509 | 1 | 1.1% |
| 165623 | 1 | 1.1% |
| 160012 | 1 | 1.1% |
| 159875 | 1 | 1.1% |
| 157732 | 1 | 1.1% |
| 157494 | 1 | 1.1% |
| 155967 | 1 | 1.1% |
| 155964 | 1 | 1.1% |
| Other values (82) | 82 |
| Value | Count | Frequency (%) |
| 42643 | 1 | |
| 43587 | 1 | |
| 45187 | 1 | |
| 50235 | 1 | |
| 50682 | 1 | |
| 51937 | 1 | |
| 52383 | 1 | |
| 56004 | 1 | |
| 56103 | 1 | |
| 74313 | 1 |
| Value | Count | Frequency (%) |
| 166807 | 1 | |
| 166802 | 1 | |
| 166718 | 1 | |
| 166612 | 1 | |
| 166511 | 1 | |
| 166210 | 1 | |
| 166173 | 1 | |
| 165703 | 1 | |
| 165623 | 1 | |
| 165588 | 1 |
site_id
Real number (ℝ)
High correlation
| Distinct | 42 |
|---|---|
| Distinct (%) | 45.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 253296 |
| Minimum | 33276 |
|---|---|
| Maximum | 381001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 33276 |
|---|---|
| 5-th percentile | 33276 |
| Q1 | 125549 |
| median | 306039 |
| Q3 | 363232 |
| 95-th percentile | 374945.4 |
| Maximum | 381001 |
| Range | 347725 |
| Interquartile range (IQR) | 237683 |
Descriptive statistics
| Standard deviation | 122118.58 |
|---|---|
| Coefficient of variation (CV) | 0.48211809 |
| Kurtosis | -1.1518269 |
| Mean | 253296 |
| Median Absolute Deviation (MAD) | 59560 |
| Skewness | -0.66622824 |
| Sum | 23556528 |
| Variance | 1.4912948 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 125549 | 10 | 10.8% |
| 363231 | 7 | 7.5% |
| 33276 | 6 | 6.5% |
| 363232 | 6 | 6.5% |
| 306039 | 5 | 5.4% |
| 334793 | 5 | 5.4% |
| 46717 | 4 | 4.3% |
| 306038 | 3 | 3.2% |
| 103775 | 3 | 3.2% |
| 371722 | 2 | 2.2% |
| Other values (32) | 42 |
| Value | Count | Frequency (%) |
| 33276 | 6 | |
| 44993 | 1 | 1.1% |
| 46717 | 4 | 4.3% |
| 53367 | 1 | 1.1% |
| 53371 | 1 | 1.1% |
| 102060 | 1 | 1.1% |
| 103775 | 3 | 3.2% |
| 125549 | 10 | |
| 126132 | 1 | 1.1% |
| 139815 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 381001 | 1 | |
| 375282 | 2 | |
| 374976 | 2 | |
| 374925 | 1 | |
| 374721 | 1 | |
| 371722 | 2 | |
| 370197 | 1 | |
| 367215 | 2 | |
| 366676 | 1 | |
| 365599 | 2 |
measured_at
Date
| Distinct | 91 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| Minimum | 2018-02-16 09:49:00 |
|---|---|
| Maximum | 2025-03-26 17:05:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 8 |
|---|---|
| 2nd row | 8 |
| 3rd row | 8 |
| 4th row | 8 |
| 5th row | 8 |
Common Values
| Value | Count | Frequency (%) |
| 8 | 93 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 8 | 93 |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 93 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 93 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 8 | 93 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 93 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 8 | 93 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 93 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 8 | 93 |
userid
Real number (ℝ)
High correlation
| Distinct | 51 |
|---|---|
| Distinct (%) | 54.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97050238 |
| Minimum | 11763800 |
|---|---|
| Maximum | 1.4827748 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 11763800 |
|---|---|
| 5-th percentile | 18536109 |
| Q1 | 31943308 |
| median | 1.1830772 × 108 |
| Q3 | 1.3604906 × 108 |
| 95-th percentile | 1.4311326 × 108 |
| Maximum | 1.4827748 × 108 |
| Range | 1.3651368 × 108 |
| Interquartile range (IQR) | 1.0410575 × 108 |
Descriptive statistics
| Standard deviation | 49409602 |
|---|---|
| Coefficient of variation (CV) | 0.50911367 |
| Kurtosis | -1.1978334 |
| Mean | 97050238 |
| Median Absolute Deviation (MAD) | 20582320 |
| Skewness | -0.73836034 |
| Sum | 9.0256721 × 109 |
| Variance | 2.4413088 × 1015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20826653 | 10 | 10.8% |
| 126538334 | 5 | 5.4% |
| 114796529 | 5 | 5.4% |
| 143113246 | 4 | 4.3% |
| 22264898 | 4 | 4.3% |
| 11763800 | 3 | 3.2% |
| 116319735 | 3 | 3.2% |
| 135978772 | 3 | 3.2% |
| 98640025 | 2 | 2.2% |
| 139178912 | 2 | 2.2% |
| Other values (41) | 52 |
| Value | Count | Frequency (%) |
| 11763800 | 3 | 3.2% |
| 14393910 | 1 | 1.1% |
| 18536109 | 2 | 2.2% |
| 20826653 | 10 | |
| 22264898 | 4 | 4.3% |
| 25030021 | 1 | 1.1% |
| 25166665 | 1 | 1.1% |
| 28881701 | 1 | 1.1% |
| 31943308 | 1 | 1.1% |
| 43183801 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 148277476 | 1 | 1.1% |
| 148206535 | 1 | 1.1% |
| 143172442 | 1 | 1.1% |
| 143113288 | 1 | 1.1% |
| 143113260 | 2 | |
| 143113246 | 4 | |
| 143113092 | 1 | 1.1% |
| 142150439 | 1 | 1.1% |
| 139178912 | 2 | |
| 138890065 | 1 | 1.1% |
surface_condition
Categorical
High correlation Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 3 |
| Missing (%) | 3.2% |
| Memory size | 5.5 KiB |
| dry | |
|---|---|
| wet | |
| snow | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0111111 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.1% |
Sample
| 1st row | wet |
|---|---|
| 2nd row | dry |
| 3rd row | snow |
| 4th row | dry |
| 5th row | wet |
Common Values
| Value | Count | Frequency (%) |
| dry | 62 | |
| wet | 27 | |
| snow | 1 | 1.1% |
| (Missing) | 3 | 3.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| dry | 62 | |
| wet | 27 | |
| snow | 1 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 62 | |
| r | 62 | |
| y | 62 | |
| w | 28 | |
| e | 27 | |
| t | 27 | |
| s | 1 | 0.4% |
| n | 1 | 0.4% |
| o | 1 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 271 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 62 | |
| r | 62 | |
| y | 62 | |
| w | 28 | |
| e | 27 | |
| t | 27 | |
| s | 1 | 0.4% |
| n | 1 | 0.4% |
| o | 1 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 271 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 62 | |
| r | 62 | |
| y | 62 | |
| w | 28 | |
| e | 27 | |
| t | 27 | |
| s | 1 | 0.4% |
| n | 1 | 0.4% |
| o | 1 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 271 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 62 | |
| r | 62 | |
| y | 62 | |
| w | 28 | |
| e | 27 | |
| t | 27 | |
| s | 1 | 0.4% |
| n | 1 | 0.4% |
| o | 1 | 0.4% |
organizationid
Real number (ℝ)
High correlation
| Distinct | 34 |
|---|---|
| Distinct (%) | 36.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72344437 |
| Minimum | 214108 |
|---|---|
| Maximum | 1.3917893 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 214108 |
|---|---|
| 5-th percentile | 7039551.6 |
| Q1 | 20826740 |
| median | 85217994 |
| Q3 | 1.1479654 × 108 |
| 95-th percentile | 1.3651725 × 108 |
| Maximum | 1.3917893 × 108 |
| Range | 1.3896482 × 108 |
| Interquartile range (IQR) | 93969804 |
Descriptive statistics
| Standard deviation | 48008945 |
|---|---|
| Coefficient of variation (CV) | 0.66361627 |
| Kurtosis | -1.5237585 |
| Mean | 72344437 |
| Median Absolute Deviation (MAD) | 49225895 |
| Skewness | -0.044309743 |
| Sum | 6.7280326 × 109 |
| Variance | 2.3048588 × 1015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 134443889 | 13 | 14.0% |
| 20826740 | 10 | 10.8% |
| 98767129 | 8 | 8.6% |
| 8220745 | 6 | 6.5% |
| 85217994 | 6 | 6.5% |
| 114796544 | 5 | 5.4% |
| 22884960 | 4 | 4.3% |
| 11763857 | 3 | 3.2% |
| 69841683 | 3 | 3.2% |
| 98640058 | 2 | 2.2% |
| Other values (24) | 33 |
| Value | Count | Frequency (%) |
| 214108 | 1 | 1.1% |
| 6508393 | 2 | 2.2% |
| 6509997 | 2 | 2.2% |
| 7392588 | 1 | 1.1% |
| 8220745 | 6 | |
| 11763857 | 3 | 3.2% |
| 20826740 | 10 | |
| 22884960 | 4 | 4.3% |
| 25030112 | 2 | 2.2% |
| 31941878 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 139178931 | 2 | 2.2% |
| 137798950 | 1 | 1.1% |
| 137603671 | 2 | 2.2% |
| 135792971 | 1 | 1.1% |
| 134443889 | 13 | |
| 130827348 | 1 | 1.1% |
| 121494950 | 2 | 2.2% |
| 114796544 | 5 | 5.4% |
| 98767129 | 8 | |
| 98766834 | 1 | 1.1% |
usertype
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 11 | |
|---|---|
| 21 | |
| -1 | 2 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -1 |
|---|---|
| 2nd row | -1 |
| 3rd row | 11 |
| 4th row | 11 |
| 5th row | 11 |
Common Values
| Value | Count | Frequency (%) |
| 11 | 46 | |
| 21 | 45 | |
| -1 | 2 | 2.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 11 | 46 | |
| 21 | 45 | |
| 1 | 2 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 139 | |
| 2 | 45 | 24.2% |
| - | 2 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 186 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 139 | |
| 2 | 45 | 24.2% |
| - | 2 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 186 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 139 | |
| 2 | 45 | 24.2% |
| - | 2 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 186 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 139 | |
| 2 | 45 | 24.2% |
| - | 2 | 1.1% |
submission_id
Real number (ℝ)
High correlation Missing
| Distinct | 71 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 22 |
| Missing (%) | 23.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55259972 |
| Minimum | 42057533 |
|---|---|
| Maximum | 59871769 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 42057533 |
|---|---|
| 5-th percentile | 49421538 |
| Q1 | 53416587 |
| median | 55412805 |
| Q3 | 58376832 |
| 95-th percentile | 59718795 |
| Maximum | 59871769 |
| Range | 17814236 |
| Interquartile range (IQR) | 4960245.5 |
Descriptive statistics
| Standard deviation | 3726322.1 |
|---|---|
| Coefficient of variation (CV) | 0.067432573 |
| Kurtosis | 0.73310652 |
| Mean | 55259972 |
| Median Absolute Deviation (MAD) | 2808111 |
| Skewness | -0.84772381 |
| Sum | 3.923458 × 109 |
| Variance | 1.3885476 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 59144688 | 1 | 1.1% |
| 54682678 | 1 | 1.1% |
| 54486573 | 1 | 1.1% |
| 54275843 | 1 | 1.1% |
| 53608514 | 1 | 1.1% |
| 53201717 | 1 | 1.1% |
| 59360750 | 1 | 1.1% |
| 56092934 | 1 | 1.1% |
| 54651066 | 1 | 1.1% |
| 54486574 | 1 | 1.1% |
| Other values (61) | 61 | |
| (Missing) | 22 | 23.7% |
| Value | Count | Frequency (%) |
| 42057533 | 1 | |
| 49032344 | 1 | |
| 49033202 | 1 | |
| 49344078 | 1 | |
| 49498997 | 1 | |
| 49501504 | 1 | |
| 49502399 | 1 | |
| 49523013 | 1 | |
| 49706110 | 1 | |
| 49899137 | 1 |
| Value | Count | Frequency (%) |
| 59871769 | 1 | |
| 59871204 | 1 | |
| 59777419 | 1 | |
| 59764579 | 1 | |
| 59673011 | 1 | |
| 59582324 | 1 | |
| 59529735 | 1 | |
| 59403497 | 1 | |
| 59360750 | 1 | |
| 59344300 | 1 |
st_updated_at
Date
| Distinct | 92 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| Minimum | 2018-02-16 15:54:49.216835 |
|---|---|
| Maximum | 2025-03-26 17:25:19.242881 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
st_created_at
Date
| Distinct | 92 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| Minimum | 2018-02-16 15:54:49.216835 |
|---|---|
| Maximum | 2025-03-26 17:25:19.242881 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
sts_id
Real number (ℝ)
High correlation Unique
| Distinct | 93 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 655035.9 |
| Minimum | 284280 |
|---|---|
| Maximum | 728899 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 284280 |
|---|---|
| 5-th percentile | 326285.8 |
| Q1 | 680782 |
| median | 697803 |
| Q3 | 715351 |
| 95-th percentile | 727631 |
| Maximum | 728899 |
| Range | 444619 |
| Interquartile range (IQR) | 34569 |
Descriptive statistics
| Standard deviation | 122705.07 |
|---|---|
| Coefficient of variation (CV) | 0.18732571 |
| Kurtosis | 3.4127774 |
| Mean | 655035.9 |
| Median Absolute Deviation (MAD) | 17548 |
| Skewness | -2.2297003 |
| Sum | 60918339 |
| Variance | 1.5056534 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 284280 | 1 | 1.1% |
| 713196 | 1 | 1.1% |
| 725068 | 1 | 1.1% |
| 705485 | 1 | 1.1% |
| 705100 | 1 | 1.1% |
| 697758 | 1 | 1.1% |
| 696622 | 1 | 1.1% |
| 690948 | 1 | 1.1% |
| 690918 | 1 | 1.1% |
| 688728 | 1 | 1.1% |
| Other values (83) | 83 |
| Value | Count | Frequency (%) |
| 284280 | 1 | |
| 287325 | 1 | |
| 293923 | 1 | |
| 319356 | 1 | |
| 321958 | 1 | |
| 329171 | 1 | |
| 331900 | 1 | |
| 351530 | 1 | |
| 352128 | 1 | |
| 420889 | 1 |
| Value | Count | Frequency (%) |
| 728899 | 1 | |
| 728867 | 1 | |
| 728623 | 1 | |
| 728476 | 1 | |
| 728120 | 1 | |
| 727305 | 1 | |
| 727106 | 1 | |
| 725440 | 1 | |
| 725068 | 1 | |
| 724869 | 1 |
sample_number
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 9.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3763441 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.835773 |
|---|---|
| Coefficient of variation (CV) | 0.6479776 |
| Kurtosis | -1.3812841 |
| Mean | 4.3763441 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.14260703 |
| Sum | 407 |
| Variance | 8.0416082 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 1 | 27 | |
| 6 | 12 | |
| 5 | 11 | |
| 9 | 9 | 9.7% |
| 7 | 9 | 9.7% |
| 8 | 7 | 7.5% |
| 2 | 7 | 7.5% |
| 4 | 6 | 6.5% |
| 3 | 5 | 5.4% |
| Value | Count | Frequency (%) |
| 1 | 27 | |
| 2 | 7 | 7.5% |
| 3 | 5 | 5.4% |
| 4 | 6 | 6.5% |
| 5 | 11 | |
| 6 | 12 | |
| 7 | 9 | 9.7% |
| 8 | 7 | 7.5% |
| 9 | 9 | 9.7% |
| Value | Count | Frequency (%) |
| 9 | 9 | 9.7% |
| 8 | 7 | 7.5% |
| 7 | 9 | 9.7% |
| 6 | 12 | |
| 5 | 11 | |
| 4 | 6 | 6.5% |
| 3 | 5 | 5.4% |
| 2 | 7 | 7.5% |
| 1 | 27 |
sample_surface_temperature_c
Real number (ℝ)
| Distinct | 82 |
|---|---|
| Distinct (%) | 88.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.197527 |
| Minimum | -11.9 |
|---|---|
| Maximum | 59.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8 |
| Negative (%) | 8.6% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | -11.9 |
|---|---|
| 5-th percentile | -2.16 |
| Q1 | 7.1 |
| median | 17 |
| Q3 | 25.9 |
| 95-th percentile | 39.96 |
| Maximum | 59.2 |
| Range | 71.1 |
| Interquartile range (IQR) | 18.8 |
Descriptive statistics
| Standard deviation | 13.572705 |
|---|---|
| Coefficient of variation (CV) | 0.78922425 |
| Kurtosis | 0.1174666 |
| Mean | 17.197527 |
| Median Absolute Deviation (MAD) | 9.6 |
| Skewness | 0.31676253 |
| Sum | 1599.37 |
| Variance | 184.21833 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 16.5 | 3 | 3.2% |
| 0.6 | 3 | 3.2% |
| 19.1 | 2 | 2.2% |
| 27.9 | 2 | 2.2% |
| 15 | 2 | 2.2% |
| 17 | 2 | 2.2% |
| 7.9 | 2 | 2.2% |
| 10 | 2 | 2.2% |
| 26.9 | 2 | 2.2% |
| 1.2 | 1 | 1.1% |
| Other values (72) | 72 |
| Value | Count | Frequency (%) |
| -11.9 | 1 | 1.1% |
| -9.6 | 1 | 1.1% |
| -9.2 | 1 | 1.1% |
| -2.6 | 1 | 1.1% |
| -2.4 | 1 | 1.1% |
| -2 | 1 | 1.1% |
| -1.25 | 1 | 1.1% |
| -0.8 | 1 | 1.1% |
| 0.3 | 1 | 1.1% |
| 0.6 | 3 |
| Value | Count | Frequency (%) |
| 59.2 | 1 | |
| 48.1 | 1 | |
| 43.4 | 1 | |
| 42 | 1 | |
| 40.2 | 1 | |
| 39.8 | 1 | |
| 37.5 | 1 | |
| 36 | 1 | |
| 35.6 | 1 | |
| 34.6 | 1 |
sample_snow_depth_mm
Categorical
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 92 |
| Missing (%) | 98.9% |
| Memory size | 5.8 KiB |
| 50.0 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 50.0 |
|---|
Common Values
| Value | Count | Frequency (%) |
| 50.0 | 1 | 1.1% |
| (Missing) | 92 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 50.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 5 | 1 | |
| . | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 5 | 1 | |
| . | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 5 | 1 | |
| . | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 5 | 1 | |
| . | 1 |
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 92 |
| Missing (%) | 98.9% |
| Memory size | 5.8 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | measurable |
|---|
| Value | Count | Frequency (%) |
| measurable | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2 | |
| a | 2 | |
| m | 1 | |
| s | 1 | |
| u | 1 | |
| r | 1 | |
| b | 1 | |
| l | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2 | |
| a | 2 | |
| m | 1 | |
| s | 1 | |
| u | 1 | |
| r | 1 | |
| b | 1 | |
| l | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2 | |
| a | 2 | |
| m | 1 | |
| s | 1 | |
| u | 1 | |
| r | 1 | |
| b | 1 | |
| l | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2 | |
| a | 2 | |
| m | 1 | |
| s | 1 | |
| u | 1 | |
| r | 1 | |
| b | 1 | |
| l | 1 |
version_id
Real number (ℝ)
High correlation
| Distinct | 72 |
|---|---|
| Distinct (%) | 77.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71145.054 |
| Minimum | 10345 |
|---|---|
| Maximum | 105196 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 10345 |
|---|---|
| 5-th percentile | 10971 |
| Q1 | 65162 |
| median | 78891 |
| Q3 | 86571 |
| 95-th percentile | 101825.4 |
| Maximum | 105196 |
| Range | 94851 |
| Interquartile range (IQR) | 21409 |
Descriptive statistics
| Standard deviation | 26604.525 |
|---|---|
| Coefficient of variation (CV) | 0.37394764 |
| Kurtosis | 0.92552544 |
| Mean | 71145.054 |
| Median Absolute Deviation (MAD) | 8739 |
| Skewness | -1.3746343 |
| Sum | 6616490 |
| Variance | 7.0780075 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10345 | 4 | 4.3% |
| 76622 | 3 | 3.2% |
| 75658 | 3 | 3.2% |
| 83979 | 3 | 3.2% |
| 57843 | 2 | 2.2% |
| 77571 | 2 | 2.2% |
| 84096 | 2 | 2.2% |
| 76621 | 2 | 2.2% |
| 59512 | 2 | 2.2% |
| 78694 | 2 | 2.2% |
| Other values (62) | 68 |
| Value | Count | Frequency (%) |
| 10345 | 4 | |
| 10794 | 1 | 1.1% |
| 11089 | 1 | 1.1% |
| 11364 | 1 | 1.1% |
| 11563 | 2 | |
| 11654 | 1 | 1.1% |
| 11742 | 1 | 1.1% |
| 12340 | 1 | 1.1% |
| 21602 | 1 | 1.1% |
| 47300 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 105196 | 1 | |
| 104994 | 1 | |
| 104713 | 1 | |
| 104473 | 1 | |
| 102507 | 1 | |
| 101371 | 2 | |
| 101238 | 1 | |
| 101057 | 1 | |
| 91175 | 1 | |
| 90894 | 1 |
version
Real number (ℝ)
High correlation
| Distinct | 47 |
|---|---|
| Distinct (%) | 50.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 146.58065 |
| Minimum | 1 |
|---|---|
| Maximum | 1482 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 16 |
| Q3 | 84 |
| 95-th percentile | 1297 |
| Maximum | 1482 |
| Range | 1481 |
| Interquartile range (IQR) | 80 |
Descriptive statistics
| Standard deviation | 348.96288 |
|---|---|
| Coefficient of variation (CV) | 2.3806887 |
| Kurtosis | 8.4029261 |
| Mean | 146.58065 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 3.0768296 |
| Sum | 13632 |
| Variance | 121775.09 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 1 | 15 | 16.1% |
| 6 | 6 | 6.5% |
| 2 | 6 | 6.5% |
| 30 | 4 | 4.3% |
| 5 | 3 | 3.2% |
| 1297 | 3 | 3.2% |
| 91 | 3 | 3.2% |
| 3 | 2 | 2.2% |
| 13 | 2 | 2.2% |
| 7 | 2 | 2.2% |
| Other values (37) | 47 |
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 2 | 6 | 6.5% |
| 3 | 2 | 2.2% |
| 4 | 2 | 2.2% |
| 5 | 3 | 3.2% |
| 6 | 6 | 6.5% |
| 7 | 2 | 2.2% |
| 8 | 2 | 2.2% |
| 9 | 2 | 2.2% |
| 11 | 2 | 2.2% |
| Value | Count | Frequency (%) |
| 1482 | 1 | 1.1% |
| 1462 | 1 | 1.1% |
| 1453 | 1 | 1.1% |
| 1297 | 3 | |
| 902 | 1 | 1.1% |
| 466 | 1 | 1.1% |
| 314 | 1 | 1.1% |
| 295 | 1 | 1.1% |
| 286 | 1 | 1.1% |
| 284 | 1 | 1.1% |
| Distinct | 72 |
|---|---|
| Distinct (%) | 77.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| Minimum | 2017-02-08 19:27:01.982011 |
|---|---|
| Maximum | 2025-03-24 18:39:45.225967 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
version_date
Date
| Distinct | 72 |
|---|---|
| Distinct (%) | 77.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| Minimum | 2017-02-08 19:27:01.982000 |
|---|---|
| Maximum | 2025-03-24 18:39:45.225959 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 87 |
| Missing (%) | 93.5% |
| Memory size | 6.2 KiB |
Length
| Max length | 176 |
|---|---|
| Median length | 103.5 |
| Mean length | 47.333333 |
| Min length | 16 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 50.0% |
Sample
| 1st row | Concrete Surface |
|---|---|
| 2nd row | Concrete Surface |
| 3rd row | Concrete Surface |
| 4th row | auto-sync from atmosphere_sites |
| 5th row | En el patio del colegio no se cuenta con una superficie homogénea de 30 x 30 por lo que utilizaremos como lugar de medición una superficie menor de aproximadamente 25 m x 20 m. |
| Value | Count | Frequency (%) |
| concrete | 3 | 6.2% |
| surface | 3 | 6.2% |
| de | 3 | 6.2% |
| una | 2 | 4.2% |
| m | 2 | 4.2% |
| x | 2 | 4.2% |
| superficie | 2 | 4.2% |
| 30 | 2 | 4.2% |
| del | 1 | 2.1% |
| utilizaremos | 1 | 2.1% |
| Other values (27) | 27 |
Most occurring characters
| Value | Count | Frequency (%) |
| 42 | ||
| e | 34 | 12.0% |
| o | 21 | 7.4% |
| a | 16 | 5.6% |
| n | 16 | 5.6% |
| r | 16 | 5.6% |
| c | 14 | 4.9% |
| u | 13 | 4.6% |
| t | 13 | 4.6% |
| m | 12 | 4.2% |
| Other values (28) | 87 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 284 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 42 | ||
| e | 34 | 12.0% |
| o | 21 | 7.4% |
| a | 16 | 5.6% |
| n | 16 | 5.6% |
| r | 16 | 5.6% |
| c | 14 | 4.9% |
| u | 13 | 4.6% |
| t | 13 | 4.6% |
| m | 12 | 4.2% |
| Other values (28) | 87 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 284 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 42 | ||
| e | 34 | 12.0% |
| o | 21 | 7.4% |
| a | 16 | 5.6% |
| n | 16 | 5.6% |
| r | 16 | 5.6% |
| c | 14 | 4.9% |
| u | 13 | 4.6% |
| t | 13 | 4.6% |
| m | 12 | 4.2% |
| Other values (28) | 87 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 284 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 42 | ||
| e | 34 | 12.0% |
| o | 21 | 7.4% |
| a | 16 | 5.6% |
| n | 16 | 5.6% |
| r | 16 | 5.6% |
| c | 14 | 4.9% |
| u | 13 | 4.6% |
| t | 13 | 4.6% |
| m | 12 | 4.2% |
| Other values (28) | 87 |
homogeneous_site_short_length_m
Real number (ℝ)
High correlation Missing
| Distinct | 9 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 8 |
| Missing (%) | 8.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.164706 |
| Minimum | 2 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 30 |
| median | 90 |
| Q3 | 90 |
| 95-th percentile | 90 |
| Maximum | 90 |
| Range | 88 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 35.877054 |
|---|---|
| Coefficient of variation (CV) | 0.60639284 |
| Kurtosis | -1.6243341 |
| Mean | 59.164706 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.42881955 |
| Sum | 5029 |
| Variance | 1287.163 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 90 | 47 | |
| 30 | 14 | 15.1% |
| 3 | 8 | 8.6% |
| 22 | 6 | 6.5% |
| 10 | 3 | 3.2% |
| 53 | 3 | 3.2% |
| 2 | 2 | 2.2% |
| 5 | 1 | 1.1% |
| 25 | 1 | 1.1% |
| (Missing) | 8 | 8.6% |
| Value | Count | Frequency (%) |
| 2 | 2 | 2.2% |
| 3 | 8 | 8.6% |
| 5 | 1 | 1.1% |
| 10 | 3 | 3.2% |
| 22 | 6 | 6.5% |
| 25 | 1 | 1.1% |
| 30 | 14 | 15.1% |
| 53 | 3 | 3.2% |
| 90 | 47 |
| Value | Count | Frequency (%) |
| 90 | 47 | |
| 53 | 3 | 3.2% |
| 30 | 14 | 15.1% |
| 25 | 1 | 1.1% |
| 22 | 6 | 6.5% |
| 10 | 3 | 3.2% |
| 5 | 1 | 1.1% |
| 3 | 8 | 8.6% |
| 2 | 2 | 2.2% |
homogeneous_site_long_length_m
Real number (ℝ)
High correlation Missing
| Distinct | 8 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 8 |
| Missing (%) | 8.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.768235 |
| Minimum | 3 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 30 |
| median | 90 |
| Q3 | 90 |
| 95-th percentile | 90 |
| Maximum | 90 |
| Range | 87 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 35.578694 |
|---|---|
| Coefficient of variation (CV) | 0.59527763 |
| Kurtosis | -1.6261174 |
| Mean | 59.768235 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.43216601 |
| Sum | 5080.3 |
| Variance | 1265.8434 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 90 | 48 | |
| 30 | 15 | 16.1% |
| 3 | 9 | 9.7% |
| 31.55 | 6 | 6.5% |
| 5 | 2 | 2.2% |
| 10 | 2 | 2.2% |
| 22 | 2 | 2.2% |
| 20 | 1 | 1.1% |
| (Missing) | 8 | 8.6% |
| Value | Count | Frequency (%) |
| 3 | 9 | 9.7% |
| 5 | 2 | 2.2% |
| 10 | 2 | 2.2% |
| 20 | 1 | 1.1% |
| 22 | 2 | 2.2% |
| 30 | 15 | 16.1% |
| 31.55 | 6 | 6.5% |
| 90 | 48 |
| Value | Count | Frequency (%) |
| 90 | 48 | |
| 31.55 | 6 | 6.5% |
| 30 | 15 | 16.1% |
| 22 | 2 | 2.2% |
| 20 | 1 | 1.1% |
| 10 | 2 | 2.2% |
| 5 | 2 | 2.2% |
| 3 | 9 | 9.7% |
surface_cover_type
Categorical
High correlation Missing
| Distinct | 8 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 18 |
| Missing (%) | 19.4% |
| Memory size | 6.0 KiB |
| short grass | |
|---|---|
| asphalt | |
| sand | |
| rocks | 4 |
| concrete | 3 |
| Other values (3) |
Length
| Max length | 15 |
|---|---|
| Median length | 11 |
| Mean length | 9.3333333 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | concrete |
|---|---|
| 2nd row | concrete |
| 3rd row | concrete |
| 4th row | short grass |
| 5th row | asphalt |
Common Values
| Value | Count | Frequency (%) |
| short grass | 40 | |
| asphalt | 16 | 17.2% |
| sand | 6 | 6.5% |
| rocks | 4 | 4.3% |
| concrete | 3 | 3.2% |
| dry bare ground | 3 | 3.2% |
| tall grass | 2 | 2.2% |
| artificial turf | 1 | 1.1% |
| (Missing) | 18 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| grass | 42 | |
| short | 40 | |
| asphalt | 16 | 12.9% |
| sand | 6 | 4.8% |
| rocks | 4 | 3.2% |
| concrete | 3 | 2.4% |
| dry | 3 | 2.4% |
| bare | 3 | 2.4% |
| ground | 3 | 2.4% |
| tall | 2 | 1.6% |
| Other values (2) | 2 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 150 | |
| r | 100 | |
| a | 87 | |
| t | 63 | |
| h | 56 | 8.0% |
| o | 50 | 7.1% |
| 49 | 7.0% | |
| g | 45 | 6.4% |
| l | 21 | 3.0% |
| p | 16 | 2.3% |
| Other values (10) | 63 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| s | 150 | |
| r | 100 | |
| a | 87 | |
| t | 63 | |
| h | 56 | 8.0% |
| o | 50 | 7.1% |
| 49 | 7.0% | |
| g | 45 | 6.4% |
| l | 21 | 3.0% |
| p | 16 | 2.3% |
| Other values (10) | 63 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| s | 150 | |
| r | 100 | |
| a | 87 | |
| t | 63 | |
| h | 56 | 8.0% |
| o | 50 | 7.1% |
| 49 | 7.0% | |
| g | 45 | 6.4% |
| l | 21 | 3.0% |
| p | 16 | 2.3% |
| Other values (10) | 63 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| s | 150 | |
| r | 100 | |
| a | 87 | |
| t | 63 | |
| h | 56 | 8.0% |
| o | 50 | 7.1% |
| 49 | 7.0% | |
| g | 45 | 6.4% |
| l | 21 | 3.0% |
| p | 16 | 2.3% |
| Other values (10) | 63 |
instrument_type
Categorical
High correlation Missing
| Distinct | 18 |
|---|---|
| Distinct (%) | 36.7% |
| Missing | 44 |
| Missing (%) | 47.3% |
| Memory size | 6.3 KiB |
| Raytech ST20 | |
|---|---|
| Fluke and Ektech | |
| Eventek GM9053E | |
| Etekcity | |
| Fluke & Ektech | |
| Other values (13) |
Length
| Max length | 78 |
|---|---|
| Median length | 36 |
| Mean length | 17.346939 |
| Min length | 5 |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | 18.4% |
Sample
| 1st row | Benetech GM3200 |
|---|---|
| 2nd row | Benetech GM3200 |
| 3rd row | Benetech GM3200 |
| 4th row | Etekcity 749 |
| 5th row | Etekcity774 |
Common Values
| Value | Count | Frequency (%) |
| Raytech ST20 | 12 | 12.9% |
| Fluke and Ektech | 7 | 7.5% |
| Eventek GM9053E | 4 | 4.3% |
| Etekcity | 4 | 4.3% |
| Fluke & Ektech | 3 | 3.2% |
| Fluke & Ektech | 3 | 3.2% |
| Benetech GM3200 | 3 | 3.2% |
| Infrared thermometer | 2 | 2.2% |
| Infrared Thermometer (LASERGRIP 749) | 2 | 2.2% |
| FLUKE | 1 | 1.1% |
| Other values (8) | 8 | 8.6% |
| (Missing) | 44 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| fluke | 16 | 12.4% |
| ektech | 13 | 10.1% |
| raytech | 12 | 9.3% |
| st20 | 12 | 9.3% |
| etekcity | 8 | 6.2% |
| and | 7 | 5.4% |
| infrared | 4 | 3.1% |
| eventek | 4 | 3.1% |
| gm9053e | 4 | 3.1% |
| thermometer | 4 | 3.1% |
| Other values (25) | 45 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 92 | 10.8% |
| 80 | 9.4% | |
| t | 56 | 6.6% |
| k | 38 | 4.5% |
| a | 37 | 4.4% |
| c | 36 | 4.2% |
| E | 36 | 4.2% |
| h | 32 | 3.8% |
| r | 31 | 3.6% |
| 0 | 29 | 3.4% |
| Other values (46) | 383 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 850 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 92 | 10.8% |
| 80 | 9.4% | |
| t | 56 | 6.6% |
| k | 38 | 4.5% |
| a | 37 | 4.4% |
| c | 36 | 4.2% |
| E | 36 | 4.2% |
| h | 32 | 3.8% |
| r | 31 | 3.6% |
| 0 | 29 | 3.4% |
| Other values (46) | 383 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 850 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 92 | 10.8% |
| 80 | 9.4% | |
| t | 56 | 6.6% |
| k | 38 | 4.5% |
| a | 37 | 4.4% |
| c | 36 | 4.2% |
| E | 36 | 4.2% |
| h | 32 | 3.8% |
| r | 31 | 3.6% |
| 0 | 29 | 3.4% |
| Other values (46) | 383 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 850 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 92 | 10.8% |
| 80 | 9.4% | |
| t | 56 | 6.6% |
| k | 38 | 4.5% |
| a | 37 | 4.4% |
| c | 36 | 4.2% |
| E | 36 | 4.2% |
| h | 32 | 3.8% |
| r | 31 | 3.6% |
| 0 | 29 | 3.4% |
| Other values (46) | 383 |
protocol_name
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| Surface Temperature |
|---|
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Surface Temperature |
|---|---|
| 2nd row | Surface Temperature |
| 3rd row | Surface Temperature |
| 4th row | Surface Temperature |
| 5th row | Surface Temperature |
Common Values
| Value | Count | Frequency (%) |
| Surface Temperature | 93 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| surface | 93 | |
| temperature | 93 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| S | 93 | 5.3% |
| f | 93 | 5.3% |
| c | 93 | 5.3% |
| 93 | 5.3% | |
| T | 93 | 5.3% |
| m | 93 | 5.3% |
| Other values (2) | 186 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1767 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| S | 93 | 5.3% |
| f | 93 | 5.3% |
| c | 93 | 5.3% |
| 93 | 5.3% | |
| T | 93 | 5.3% |
| m | 93 | 5.3% |
| Other values (2) | 186 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1767 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| S | 93 | 5.3% |
| f | 93 | 5.3% |
| c | 93 | 5.3% |
| 93 | 5.3% | |
| T | 93 | 5.3% |
| m | 93 | 5.3% |
| Other values (2) | 186 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1767 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| S | 93 | 5.3% |
| f | 93 | 5.3% |
| c | 93 | 5.3% |
| 93 | 5.3% | |
| T | 93 | 5.3% |
| m | 93 | 5.3% |
| Other values (2) | 186 |
protocol_model
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.8 KiB |
| SurfaceTemperature |
|---|
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 18 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SurfaceTemperature |
|---|---|
| 2nd row | SurfaceTemperature |
| 3rd row | SurfaceTemperature |
| 4th row | SurfaceTemperature |
| 5th row | SurfaceTemperature |
Common Values
| Value | Count | Frequency (%) |
| SurfaceTemperature | 93 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| surfacetemperature | 93 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| S | 93 | 5.6% |
| f | 93 | 5.6% |
| c | 93 | 5.6% |
| T | 93 | 5.6% |
| m | 93 | 5.6% |
| p | 93 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1674 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| S | 93 | 5.6% |
| f | 93 | 5.6% |
| c | 93 | 5.6% |
| T | 93 | 5.6% |
| m | 93 | 5.6% |
| p | 93 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1674 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| S | 93 | 5.6% |
| f | 93 | 5.6% |
| c | 93 | 5.6% |
| T | 93 | 5.6% |
| m | 93 | 5.6% |
| p | 93 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1674 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| S | 93 | 5.6% |
| f | 93 | 5.6% |
| c | 93 | 5.6% |
| T | 93 | 5.6% |
| m | 93 | 5.6% |
| p | 93 | 5.6% |
protocol_association_name
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| surface_temperature |
|---|
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | surface_temperature |
|---|---|
| 2nd row | surface_temperature |
| 3rd row | surface_temperature |
| 4th row | surface_temperature |
| 5th row | surface_temperature |
Common Values
| Value | Count | Frequency (%) |
| surface_temperature | 93 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| surface_temperature | 93 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| t | 186 | |
| s | 93 | 5.3% |
| f | 93 | 5.3% |
| c | 93 | 5.3% |
| _ | 93 | 5.3% |
| m | 93 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1767 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| t | 186 | |
| s | 93 | 5.3% |
| f | 93 | 5.3% |
| c | 93 | 5.3% |
| _ | 93 | 5.3% |
| m | 93 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1767 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| t | 186 | |
| s | 93 | 5.3% |
| f | 93 | 5.3% |
| c | 93 | 5.3% |
| _ | 93 | 5.3% |
| m | 93 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1767 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| t | 186 | |
| s | 93 | 5.3% |
| f | 93 | 5.3% |
| c | 93 | 5.3% |
| _ | 93 | 5.3% |
| m | 93 | 5.3% |
protocol_alt_name
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| Surface Temperature |
|---|
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Surface Temperature |
|---|---|
| 2nd row | Surface Temperature |
| 3rd row | Surface Temperature |
| 4th row | Surface Temperature |
| 5th row | Surface Temperature |
Common Values
| Value | Count | Frequency (%) |
| Surface Temperature | 93 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| surface | 93 | |
| temperature | 93 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| S | 93 | 5.3% |
| f | 93 | 5.3% |
| c | 93 | 5.3% |
| 93 | 5.3% | |
| T | 93 | 5.3% |
| m | 93 | 5.3% |
| Other values (2) | 186 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1767 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| S | 93 | 5.3% |
| f | 93 | 5.3% |
| c | 93 | 5.3% |
| 93 | 5.3% | |
| T | 93 | 5.3% |
| m | 93 | 5.3% |
| Other values (2) | 186 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1767 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| S | 93 | 5.3% |
| f | 93 | 5.3% |
| c | 93 | 5.3% |
| 93 | 5.3% | |
| T | 93 | 5.3% |
| m | 93 | 5.3% |
| Other values (2) | 186 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1767 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 372 | |
| r | 279 | |
| u | 186 | |
| a | 186 | |
| S | 93 | 5.3% |
| f | 93 | 5.3% |
| c | 93 | 5.3% |
| 93 | 5.3% | |
| T | 93 | 5.3% |
| m | 93 | 5.3% |
| Other values (2) | 186 |
protocol_investigation_area
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| Atmosphere |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Atmosphere |
|---|---|
| 2nd row | Atmosphere |
| 3rd row | Atmosphere |
| 4th row | Atmosphere |
| 5th row | Atmosphere |
Common Values
| Value | Count | Frequency (%) |
| Atmosphere | 93 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| atmosphere | 93 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 186 | |
| A | 93 | |
| t | 93 | |
| m | 93 | |
| o | 93 | |
| s | 93 | |
| p | 93 | |
| h | 93 | |
| r | 93 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 930 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 186 | |
| A | 93 | |
| t | 93 | |
| m | 93 | |
| o | 93 | |
| s | 93 | |
| p | 93 | |
| h | 93 | |
| r | 93 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 930 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 186 | |
| A | 93 | |
| t | 93 | |
| m | 93 | |
| o | 93 | |
| s | 93 | |
| p | 93 | |
| h | 93 | |
| r | 93 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 930 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 186 | |
| A | 93 | |
| t | 93 | |
| m | 93 | |
| o | 93 | |
| s | 93 | |
| p | 93 | |
| h | 93 | |
| r | 93 |
user_type_description
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.3 KiB |
| non-student user - trained | |
|---|---|
| student user - trained | |
| not categorized | 2 |
Length
| Max length | 26 |
|---|---|
| Median length | 22 |
| Mean length | 23.827957 |
| Min length | 15 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | not categorized |
|---|---|
| 2nd row | not categorized |
| 3rd row | non-student user - trained |
| 4th row | non-student user - trained |
| 5th row | non-student user - trained |
Common Values
| Value | Count | Frequency (%) |
| non-student user - trained | 46 | |
| student user - trained | 45 | |
| not categorized | 2 | 2.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| user | 91 | |
| 91 | ||
| trained | 91 | |
| non-student | 46 | |
| student | 45 | |
| not | 2 | 0.5% |
| categorized | 2 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 277 | |
| e | 277 | |
| n | 276 | |
| 275 | ||
| d | 184 | |
| r | 184 | |
| s | 182 | |
| u | 182 | |
| - | 137 | |
| a | 93 | 4.2% |
| Other values (5) | 149 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2216 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 277 | |
| e | 277 | |
| n | 276 | |
| 275 | ||
| d | 184 | |
| r | 184 | |
| s | 182 | |
| u | 182 | |
| - | 137 | |
| a | 93 | 4.2% |
| Other values (5) | 149 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2216 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 277 | |
| e | 277 | |
| n | 276 | |
| 275 | ||
| d | 184 | |
| r | 184 | |
| s | 182 | |
| u | 182 | |
| - | 137 | |
| a | 93 | 4.2% |
| Other values (5) | 149 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2216 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 277 | |
| e | 277 | |
| n | 276 | |
| 275 | ||
| d | 184 | |
| r | 184 | |
| s | 182 | |
| u | 182 | |
| - | 137 | |
| a | 93 | 4.2% |
| Other values (5) | 149 |
Missing
| Distinct | 5 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 88 |
| Missing (%) | 94.6% |
| Memory size | 5.9 KiB |
Length
| Max length | 67 |
|---|---|
| Median length | 26 |
| Mean length | 23 |
| Min length | 6 |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | The snow was slightly warmer, the closer it was to the parking lot. |
|---|---|
| 2nd row | cold, snowy, windy, cloudy |
| 3rd row | Pretty hot |
| 4th row | Core 4 |
| 5th row | Core 2 |
| Value | Count | Frequency (%) |
| the | 3 | 13.0% |
| was | 2 | 8.7% |
| core | 2 | 8.7% |
| cold | 1 | 4.3% |
| 4 | 1 | 4.3% |
| hot | 1 | 4.3% |
| pretty | 1 | 4.3% |
| cloudy | 1 | 4.3% |
| windy | 1 | 4.3% |
| snowy | 1 | 4.3% |
| Other values (9) | 9 |
Most occurring characters
| Value | Count | Frequency (%) |
| 18 | ||
| o | 10 | 8.7% |
| t | 9 | 7.8% |
| e | 8 | 7.0% |
| r | 7 | 6.1% |
| s | 6 | 5.2% |
| w | 6 | 5.2% |
| l | 6 | 5.2% |
| y | 5 | 4.3% |
| h | 5 | 4.3% |
| Other values (17) | 35 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 115 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 18 | ||
| o | 10 | 8.7% |
| t | 9 | 7.8% |
| e | 8 | 7.0% |
| r | 7 | 6.1% |
| s | 6 | 5.2% |
| w | 6 | 5.2% |
| l | 6 | 5.2% |
| y | 5 | 4.3% |
| h | 5 | 4.3% |
| Other values (17) | 35 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 115 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 18 | ||
| o | 10 | 8.7% |
| t | 9 | 7.8% |
| e | 8 | 7.0% |
| r | 7 | 6.1% |
| s | 6 | 5.2% |
| w | 6 | 5.2% |
| l | 6 | 5.2% |
| y | 5 | 4.3% |
| h | 5 | 4.3% |
| Other values (17) | 35 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 115 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 18 | ||
| o | 10 | 8.7% |
| t | 9 | 7.8% |
| e | 8 | 7.0% |
| r | 7 | 6.1% |
| s | 6 | 5.2% |
| w | 6 | 5.2% |
| l | 6 | 5.2% |
| y | 5 | 4.3% |
| h | 5 | 4.3% |
| Other values (17) | 35 |
submission_developer_key_id
Categorical
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 22 |
| Missing (%) | 23.7% |
| Memory size | 5.4 KiB |
| 5 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 5 |
| 3rd row | 5 |
| 4th row | 5 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 71 | |
| (Missing) | 22 | 23.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 71 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 71 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 71 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 71 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 71 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 71 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 71 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 71 |
submission_access_code_id
Unsupported
Missing Rejected Unsupported
| Missing | 93 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.5 KiB |
submission_latitude
Real number (ℝ)
High correlation Missing
| Distinct | 29 |
|---|---|
| Distinct (%) | 40.8% |
| Missing | 22 |
| Missing (%) | 23.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.411815 |
| Minimum | -4.0957 |
|---|---|
| Maximum | 53.1957 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2 |
| Negative (%) | 2.2% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | -4.0957 |
|---|---|
| 5-th percentile | 15.814535 |
| Q1 | 30.86929 |
| median | 36.290455 |
| Q3 | 41.613645 |
| 95-th percentile | 44.1143 |
| Maximum | 53.1957 |
| Range | 57.2914 |
| Interquartile range (IQR) | 10.744355 |
Descriptive statistics
| Standard deviation | 10.691181 |
|---|---|
| Coefficient of variation (CV) | 0.31068344 |
| Kurtosis | 3.8882847 |
| Mean | 34.411815 |
| Median Absolute Deviation (MAD) | 5.374265 |
| Skewness | -1.6634627 |
| Sum | 2443.2389 |
| Variance | 114.30135 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 36.290455 | 10 | 10.8% |
| 24.681796 | 6 | 6.5% |
| 41.56102 | 6 | 6.5% |
| 41.56257 | 6 | 6.5% |
| 32.0849 | 5 | 5.4% |
| 32.0848 | 3 | 3.2% |
| 44.1143 | 2 | 2.2% |
| 41.665799 | 2 | 2.2% |
| 42.8244 | 2 | 2.2% |
| 30.86929 | 2 | 2.2% |
| Other values (19) | 27 | |
| (Missing) | 22 |
| Value | Count | Frequency (%) |
| -4.0957 | 2 | 2.2% |
| 7.27897 | 2 | 2.2% |
| 24.3501 | 1 | 1.1% |
| 24.681796 | 6 | |
| 24.9752 | 1 | 1.1% |
| 24.9788 | 1 | 1.1% |
| 26.603819 | 2 | 2.2% |
| 27.12228 | 1 | 1.1% |
| 30.3188 | 1 | 1.1% |
| 30.86929 | 2 | 2.2% |
| Value | Count | Frequency (%) |
| 53.1957 | 1 | |
| 49.327485 | 2 | |
| 44.1143 | 2 | |
| 44.1138 | 1 | |
| 42.8244 | 2 | |
| 41.71179 | 2 | |
| 41.66953 | 2 | |
| 41.665799 | 2 | |
| 41.66527 | 2 | |
| 41.66472 | 2 |
submission_longitude
Real number (ℝ)
High correlation Missing
| Distinct | 28 |
|---|---|
| Distinct (%) | 39.4% |
| Missing | 22 |
| Missing (%) | 23.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -21.624542 |
| Minimum | -111.8634 |
|---|---|
| Maximum | 121.76225 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 39 |
| Negative (%) | 41.9% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | -111.8634 |
|---|---|
| 5-th percentile | -93.296115 |
| Q1 | -83.669675 |
| median | -81.94256 |
| Q3 | 34.8064 |
| 95-th percentile | 121.76225 |
| Maximum | 121.76225 |
| Range | 233.62565 |
| Interquartile range (IQR) | 118.47607 |
Descriptive statistics
| Standard deviation | 76.036595 |
|---|---|
| Coefficient of variation (CV) | -3.5162176 |
| Kurtosis | -1.0463969 |
| Mean | -21.624542 |
| Median Absolute Deviation (MAD) | 11.353555 |
| Skewness | 0.59800139 |
| Sum | -1535.3425 |
| Variance | 5781.5638 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| -93.296115 | 10 | 10.8% |
| 34.8064 | 8 | 8.6% |
| -83.62744 | 6 | 6.5% |
| -83.62881 | 6 | 6.5% |
| 121.762254 | 6 | 6.5% |
| 29.58706 | 2 | 2.2% |
| -83.66485 | 2 | 2.2% |
| -71.57822 | 2 | 2.2% |
| 15.242 | 2 | 2.2% |
| -83.63078 | 2 | 2.2% |
| Other values (18) | 25 | |
| (Missing) | 22 |
| Value | Count | Frequency (%) |
| -111.8634 | 1 | 1.1% |
| -97.9862 | 1 | 1.1% |
| -93.296115 | 10 | |
| -83.675011 | 2 | 2.2% |
| -83.674547 | 2 | 2.2% |
| -83.6745 | 2 | 2.2% |
| -83.66485 | 2 | 2.2% |
| -83.63078 | 2 | 2.2% |
| -83.62881 | 6 | |
| -83.62744 | 6 |
| Value | Count | Frequency (%) |
| 121.762254 | 6 | |
| 121.5327 | 1 | 1.1% |
| 121.3063 | 1 | 1.1% |
| 91.62693 | 1 | 1.1% |
| 56.7133 | 1 | 1.1% |
| 39.66955 | 2 | 2.2% |
| 35.8267 | 1 | 1.1% |
| 35.16159 | 1 | 1.1% |
| 35.04128 | 1 | 1.1% |
| 34.8064 | 8 |
submission_elevation
Real number (ℝ)
High correlation Missing
| Distinct | 27 |
|---|---|
| Distinct (%) | 38.0% |
| Missing | 22 |
| Missing (%) | 23.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 208.93662 |
| Minimum | 3.6 |
|---|---|
| Maximum | 1791 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 3.6 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 51.2 |
| median | 185.6 |
| Q3 | 202.8 |
| 95-th percentile | 474.85 |
| Maximum | 1791 |
| Range | 1787.4 |
| Interquartile range (IQR) | 151.6 |
Descriptive statistics
| Standard deviation | 274.59205 |
|---|---|
| Coefficient of variation (CV) | 1.3142361 |
| Kurtosis | 18.425411 |
| Mean | 208.93662 |
| Median Absolute Deviation (MAD) | 134.4 |
| Skewness | 3.8008303 |
| Sum | 14834.5 |
| Variance | 75400.796 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 378 | 10 | |
| 192.5 | 10 | |
| 51.2 | 6 | 6.5% |
| 185.6 | 6 | 6.5% |
| 30.5 | 5 | 5.4% |
| 30.4 | 3 | 3.2% |
| 9 | 2 | 2.2% |
| 192.1 | 2 | 2.2% |
| 67.7 | 2 | 2.2% |
| 189.7 | 2 | 2.2% |
| Other values (17) | 23 | |
| (Missing) | 22 |
| Value | Count | Frequency (%) |
| 3.6 | 2 | 2.2% |
| 8 | 1 | 1.1% |
| 9 | 2 | 2.2% |
| 11.3 | 1 | 1.1% |
| 17.7 | 2 | 2.2% |
| 30 | 1 | 1.1% |
| 30.4 | 3 | |
| 30.5 | 5 | |
| 51.2 | 6 | |
| 66.2 | 2 | 2.2% |
| Value | Count | Frequency (%) |
| 1791 | 1 | 1.1% |
| 1320.5 | 1 | 1.1% |
| 621.4 | 1 | 1.1% |
| 571.7 | 1 | 1.1% |
| 378 | 10 | |
| 362.4 | 2 | 2.2% |
| 327.4 | 1 | 1.1% |
| 202.8 | 2 | 2.2% |
| 192.5 | 10 | |
| 192.1 | 2 | 2.2% |
submission_point
Categorical
High correlation Missing
| Distinct | 29 |
|---|---|
| Distinct (%) | 40.8% |
| Missing | 22 |
| Missing (%) | 23.7% |
| Memory size | 9.9 KiB |
| 01010000A0E6100000B936548CF35257C0D7FA22A12D2542400000000000A07740 | |
|---|---|
| 01010000A0E6100000B14F00C5C8705E402A8BC22E8AAE38409A99999999994940 | |
| 01010000A0E6100000F20C1AFA27E854C07233DC80CFC744400000000000106840 | |
| 01010000A0E610000075594C6C3EE854C0F9DA334B02C844403333333333336740 | |
| 01010000A0E610000048BF7D1D3867414017B7D100DE0A40400000000000803E40 | |
| Other values (24) |
Length
| Max length | 66 |
|---|---|
| Median length | 66 |
| Mean length | 66 |
| Min length | 66 |
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | 15.5% |
Sample
| 1st row | 01010000A0E610000073D712F241F75BC0F2D24D62106044400000000000A29440 |
|---|---|
| 2nd row | 01010000A0E6100000EF38454772792E40742497FF900E46400000000000002040 |
| 3rd row | 01010000A0E61000004F1E166A4D5B4C4061545227A05938409A99999999992640 |
| 4th row | 01010000A0E61000002ECA6C9049963D4066BD18CA89DE3E40CDCCCCCCCC8C5040 |
| 5th row | 01010000A0E61000002ECA6C9049963D4066BD18CA89DE3E40CDCCCCCCCC8C5040 |
Common Values
| Value | Count | Frequency (%) |
| 01010000A0E6100000B936548CF35257C0D7FA22A12D2542400000000000A07740 | 10 | 10.8% |
| 01010000A0E6100000B14F00C5C8705E402A8BC22E8AAE38409A99999999994940 | 6 | 6.5% |
| 01010000A0E6100000F20C1AFA27E854C07233DC80CFC744400000000000106840 | 6 | 6.5% |
| 01010000A0E610000075594C6C3EE854C0F9DA334B02C844403333333333336740 | 6 | 6.5% |
| 01010000A0E610000048BF7D1D3867414017B7D100DE0A40400000000000803E40 | 5 | 5.4% |
| 01010000A0E610000048BF7D1D38674140B459F5B9DA0A40406666666666663E40 | 3 | 3.2% |
| 01010000A0E610000074417DCB9CEE1440AF42CA4FAA1D1D406666666666A67640 | 2 | 2.2% |
| 01010000A0E6100000BA490C022BEB54C045813E9127D544400000000000106840 | 2 | 2.2% |
| 01010000A0E610000023A12DE7527C54C014B4C9E1939A3A40CDCCCCCCCCCC0C40 | 2 | 2.2% |
| 01010000A0E61000005B272EC72BEB54C0A27F828B15D544400000000000106840 | 2 | 2.2% |
| Other values (19) | 27 | |
| (Missing) | 22 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 01010000a0e6100000b936548cf35257c0d7fa22a12d2542400000000000a07740 | 10 | 14.1% |
| 01010000a0e6100000f20c1afa27e854c07233dc80cfc744400000000000106840 | 6 | 8.5% |
| 01010000a0e610000075594c6c3ee854c0f9da334b02c844403333333333336740 | 6 | 8.5% |
| 01010000a0e6100000b14f00c5c8705e402a8bc22e8aae38409a99999999994940 | 6 | 8.5% |
| 01010000a0e610000048bf7d1d3867414017b7d100de0a40400000000000803e40 | 5 | 7.0% |
| 01010000a0e610000048bf7d1d38674140b459f5b9da0a40406666666666663e40 | 3 | 4.2% |
| 01010000a0e6100000b6847cd0b3d54340a7e8482eff6110c03333333333b33140 | 2 | 2.8% |
| 01010000a0e610000023be13b35ee854c06fd8b628b3d544406666666666b66740 | 2 | 2.8% |
| 01010000a0e610000096438b6ce77b2e4066f7e461a10e46400000000000002240 | 2 | 2.8% |
| 01010000a0e61000002d5c566133eb54c0d15ad1e638d544403333333333036840 | 2 | 2.8% |
| Other values (19) | 27 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1552 | |
| 4 | 388 | 8.3% |
| 1 | 346 | 7.4% |
| 6 | 284 | 6.1% |
| 3 | 257 | 5.5% |
| C | 228 | 4.9% |
| A | 218 | 4.7% |
| E | 199 | 4.2% |
| 9 | 199 | 4.2% |
| 2 | 176 | 3.8% |
| Other values (6) | 839 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4686 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1552 | |
| 4 | 388 | 8.3% |
| 1 | 346 | 7.4% |
| 6 | 284 | 6.1% |
| 3 | 257 | 5.5% |
| C | 228 | 4.9% |
| A | 218 | 4.7% |
| E | 199 | 4.2% |
| 9 | 199 | 4.2% |
| 2 | 176 | 3.8% |
| Other values (6) | 839 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4686 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1552 | |
| 4 | 388 | 8.3% |
| 1 | 346 | 7.4% |
| 6 | 284 | 6.1% |
| 3 | 257 | 5.5% |
| C | 228 | 4.9% |
| A | 218 | 4.7% |
| E | 199 | 4.2% |
| 9 | 199 | 4.2% |
| 2 | 176 | 3.8% |
| Other values (6) | 839 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4686 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1552 | |
| 4 | 388 | 8.3% |
| 1 | 346 | 7.4% |
| 6 | 284 | 6.1% |
| 3 | 257 | 5.5% |
| C | 228 | 4.9% |
| A | 218 | 4.7% |
| E | 199 | 4.2% |
| 9 | 199 | 4.2% |
| 2 | 176 | 3.8% |
| Other values (6) | 839 |
submission_data
Categorical
High correlation Missing
| Distinct | 13 |
|---|---|
| Distinct (%) | 30.2% |
| Missing | 50 |
| Missing (%) | 53.8% |
| Memory size | 6.7 KiB |
| {'teacher_userid': 18536109} | |
|---|---|
| {'teacher_userid': 98766896} | |
| {'teacher_userid': 8227960} | |
| {'teacher_userid': 28365880} | |
| {'teacher_userid': 21341588} | |
| Other values (8) |
Length
| Max length | 29 |
|---|---|
| Median length | 28 |
| Mean length | 27.953488 |
| Min length | 27 |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 16.3% |
Sample
| 1st row | {'teacher_userid': 21341588} |
|---|---|
| 2nd row | {'teacher_userid': 113932171} |
| 3rd row | {'teacher_userid': 89134935} |
| 4th row | {'teacher_userid': 28365880} |
| 5th row | {'teacher_userid': 28365880} |
Common Values
| Value | Count | Frequency (%) |
| {'teacher_userid': 18536109} | 12 | 12.9% |
| {'teacher_userid': 98766896} | 8 | 8.6% |
| {'teacher_userid': 8227960} | 6 | 6.5% |
| {'teacher_userid': 28365880} | 5 | 5.4% |
| {'teacher_userid': 21341588} | 3 | 3.2% |
| {'teacher_userid': 137603655} | 2 | 2.2% |
| {'teacher_userid': 113932171} | 1 | 1.1% |
| {'teacher_userid': 89134935} | 1 | 1.1% |
| {'teacher_userid': 37228303} | 1 | 1.1% |
| {'teacher_userid': 86776301} | 1 | 1.1% |
| Other values (3) | 3 | 3.2% |
| (Missing) | 50 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| teacher_userid | 43 | |
| 18536109 | 12 | 14.0% |
| 98766896 | 8 | 9.3% |
| 8227960 | 6 | 7.0% |
| 28365880 | 5 | 5.8% |
| 21341588 | 3 | 3.5% |
| 137603655 | 2 | 2.3% |
| 113932171 | 1 | 1.2% |
| 89134935 | 1 | 1.2% |
| 37228303 | 1 | 1.2% |
| Other values (4) | 4 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 129 | 10.7% |
| r | 86 | 7.2% |
| ' | 86 | 7.2% |
| 8 | 62 | 5.2% |
| 6 | 55 | 4.6% |
| { | 43 | 3.6% |
| i | 43 | 3.6% |
| } | 43 | 3.6% |
| 43 | 3.6% | |
| d | 43 | 3.6% |
| Other values (16) | 569 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1202 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 129 | 10.7% |
| r | 86 | 7.2% |
| ' | 86 | 7.2% |
| 8 | 62 | 5.2% |
| 6 | 55 | 4.6% |
| { | 43 | 3.6% |
| i | 43 | 3.6% |
| } | 43 | 3.6% |
| 43 | 3.6% | |
| d | 43 | 3.6% |
| Other values (16) | 569 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1202 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 129 | 10.7% |
| r | 86 | 7.2% |
| ' | 86 | 7.2% |
| 8 | 62 | 5.2% |
| 6 | 55 | 4.6% |
| { | 43 | 3.6% |
| i | 43 | 3.6% |
| } | 43 | 3.6% |
| 43 | 3.6% | |
| d | 43 | 3.6% |
| Other values (16) | 569 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1202 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 129 | 10.7% |
| r | 86 | 7.2% |
| ' | 86 | 7.2% |
| 8 | 62 | 5.2% |
| 6 | 55 | 4.6% |
| { | 43 | 3.6% |
| i | 43 | 3.6% |
| } | 43 | 3.6% |
| 43 | 3.6% | |
| d | 43 | 3.6% |
| Other values (16) | 569 |
protocol_set_name
Categorical
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 22 |
| Missing (%) | 23.7% |
| Memory size | 6.6 KiB |
| Surface Temperature |
|---|
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Surface Temperature |
|---|---|
| 2nd row | Surface Temperature |
| 3rd row | Surface Temperature |
| 4th row | Surface Temperature |
| 5th row | Surface Temperature |
Common Values
| Value | Count | Frequency (%) |
| Surface Temperature | 71 | |
| (Missing) | 22 | 23.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| surface | 71 | |
| temperature | 71 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 284 | |
| r | 213 | |
| u | 142 | |
| a | 142 | |
| S | 71 | 5.3% |
| f | 71 | 5.3% |
| c | 71 | 5.3% |
| 71 | 5.3% | |
| T | 71 | 5.3% |
| m | 71 | 5.3% |
| Other values (2) | 142 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1349 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 284 | |
| r | 213 | |
| u | 142 | |
| a | 142 | |
| S | 71 | 5.3% |
| f | 71 | 5.3% |
| c | 71 | 5.3% |
| 71 | 5.3% | |
| T | 71 | 5.3% |
| m | 71 | 5.3% |
| Other values (2) | 142 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1349 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 284 | |
| r | 213 | |
| u | 142 | |
| a | 142 | |
| S | 71 | 5.3% |
| f | 71 | 5.3% |
| c | 71 | 5.3% |
| 71 | 5.3% | |
| T | 71 | 5.3% |
| m | 71 | 5.3% |
| Other values (2) | 142 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1349 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 284 | |
| r | 213 | |
| u | 142 | |
| a | 142 | |
| S | 71 | 5.3% |
| f | 71 | 5.3% |
| c | 71 | 5.3% |
| 71 | 5.3% | |
| T | 71 | 5.3% |
| m | 71 | 5.3% |
| Other values (2) | 142 |
protocol_set_code
Categorical
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 22 |
| Missing (%) | 23.7% |
| Memory size | 5.6 KiB |
| 9808 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 9808 |
|---|---|
| 2nd row | 9808 |
| 3rd row | 9808 |
| 4th row | 9808 |
| 5th row | 9808 |
Common Values
| Value | Count | Frequency (%) |
| 9808 | 71 | |
| (Missing) | 22 | 23.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 9808 | 71 |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 142 | |
| 9 | 71 | |
| 0 | 71 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 284 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 8 | 142 | |
| 9 | 71 | |
| 0 | 71 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 284 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 8 | 142 | |
| 9 | 71 | |
| 0 | 71 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 284 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 8 | 142 | |
| 9 | 71 | |
| 0 | 71 |
site_name
Categorical
High correlation
| Distinct | 42 |
|---|---|
| Distinct (%) | 45.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| PLAYGROUND Weather Station - Alpena Elementary School | |
|---|---|
| Saint Rose Parking Lot | |
| Turnip Cake | |
| Saint Rose Grassy Hill | |
| Hagefen astroturf 2025 | 5 |
| Other values (37) |
Length
| Max length | 53 |
|---|---|
| Median length | 33 |
| Mean length | 23.698925 |
| Min length | 5 |
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | 23.7% |
Sample
| 1st row | Dove Science Academy Concrete Temp. |
|---|---|
| 2nd row | Dove Science Academy Concrete Temp. |
| 3rd row | Dove Science Academy Concrete Temp. |
| 4th row | الثانويه الثانيه بسكاكا |
| 5th row | 12TVL271114 |
Common Values
| Value | Count | Frequency (%) |
| PLAYGROUND Weather Station - Alpena Elementary School | 10 | 10.8% |
| Saint Rose Parking Lot | 7 | 7.5% |
| Turnip Cake | 6 | 6.5% |
| Saint Rose Grassy Hill | 6 | 6.5% |
| Hagefen astroturf 2025 | 5 | 5.4% |
| Atmosphere 1 | 5 | 5.4% |
| Flint Hill Elementary School | 4 | 4.3% |
| Hagefen concrete 2025 | 3 | 3.2% |
| Dove Science Academy Concrete Temp. | 3 | 3.2% |
| Hawkins pathway to NSTC | 2 | 2.2% |
| Other values (32) | 42 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| school | 23 | 7.0% |
| elementary | 14 | 4.3% |
| 13 | 4.0% | |
| saint | 13 | 4.0% |
| rose | 13 | 4.0% |
| playground | 12 | 3.7% |
| station | 11 | 3.4% |
| hill | 10 | 3.0% |
| alpena | 10 | 3.0% |
| parking | 10 | 3.0% |
| Other values (84) | 199 |
Most occurring characters
| Value | Count | Frequency (%) |
| 235 | 10.7% | |
| a | 166 | 7.5% |
| e | 163 | 7.4% |
| o | 121 | 5.5% |
| n | 113 | 5.1% |
| t | 110 | 5.0% |
| r | 108 | 4.9% |
| i | 102 | 4.6% |
| l | 90 | 4.1% |
| S | 66 | 3.0% |
| Other values (83) | 930 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2204 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 235 | 10.7% | |
| a | 166 | 7.5% |
| e | 163 | 7.4% |
| o | 121 | 5.5% |
| n | 113 | 5.1% |
| t | 110 | 5.0% |
| r | 108 | 4.9% |
| i | 102 | 4.6% |
| l | 90 | 4.1% |
| S | 66 | 3.0% |
| Other values (83) | 930 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2204 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 235 | 10.7% | |
| a | 166 | 7.5% |
| e | 163 | 7.4% |
| o | 121 | 5.5% |
| n | 113 | 5.1% |
| t | 110 | 5.0% |
| r | 108 | 4.9% |
| i | 102 | 4.6% |
| l | 90 | 4.1% |
| S | 66 | 3.0% |
| Other values (83) | 930 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2204 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 235 | 10.7% | |
| a | 166 | 7.5% |
| e | 163 | 7.4% |
| o | 121 | 5.5% |
| n | 113 | 5.1% |
| t | 110 | 5.0% |
| r | 108 | 4.9% |
| i | 102 | 4.6% |
| l | 90 | 4.1% |
| S | 66 | 3.0% |
| Other values (83) | 930 |
| Distinct | 37 |
|---|---|
| Distinct (%) | 39.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| Minimum | 2014-08-25 00:00:00 |
|---|---|
| Maximum | 2025-03-19 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=37)
site_deactivated_at
Unsupported
Missing Rejected Unsupported
| Missing | 93 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.5 KiB |
site_comments
Unsupported
Missing Rejected Unsupported
| Missing | 93 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.8 KiB |
site_latitude
Real number (ℝ)
High correlation
| Distinct | 41 |
|---|---|
| Distinct (%) | 44.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.127089 |
| Minimum | -32.623574 |
|---|---|
| Maximum | 55.72422 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3 |
| Negative (%) | 3.2% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | -32.623574 |
|---|---|
| 5-th percentile | 17.521648 |
| Q1 | 32.0848 |
| median | 36.290455 |
| Q3 | 41.66472 |
| 95-th percentile | 49.327485 |
| Maximum | 55.72422 |
| Range | 88.347794 |
| Interquartile range (IQR) | 9.57992 |
Descriptive statistics
| Standard deviation | 12.330409 |
|---|---|
| Coefficient of variation (CV) | 0.35102281 |
| Kurtosis | 10.800615 |
| Mean | 35.127089 |
| Median Absolute Deviation (MAD) | 5.272115 |
| Skewness | -2.6521089 |
| Sum | 3266.8192 |
| Variance | 152.03899 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 36.290455 | 10 | 10.8% |
| 41.56102 | 7 | 7.5% |
| 24.681796 | 6 | 6.5% |
| 41.56257 | 6 | 6.5% |
| 32.0849 | 5 | 5.4% |
| 49.327485 | 5 | 5.4% |
| 38.8961 | 4 | 4.3% |
| 32.0848 | 3 | 3.2% |
| 36.155956 | 3 | 3.2% |
| 7.27897 | 2 | 2.2% |
| Other values (31) | 42 |
| Value | Count | Frequency (%) |
| -32.623574 | 1 | 1.1% |
| -4.0957 | 2 | 2.2% |
| 7.27897 | 2 | 2.2% |
| 24.3501 | 1 | 1.1% |
| 24.681796 | 6 | |
| 24.9752 | 1 | 1.1% |
| 24.9788 | 1 | 1.1% |
| 26.603819 | 2 | 2.2% |
| 27.12228 | 1 | 1.1% |
| 29.987889 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 55.72422 | 1 | 1.1% |
| 53.1957 | 1 | 1.1% |
| 49.327485 | 5 | |
| 44.1143 | 2 | 2.2% |
| 44.1138 | 1 | 1.1% |
| 42.8244 | 2 | 2.2% |
| 41.762343 | 1 | 1.1% |
| 41.761979 | 1 | 1.1% |
| 41.71179 | 2 | 2.2% |
| 41.66953 | 2 | 2.2% |
site_longitude
Real number (ℝ)
High correlation
| Distinct | 40 |
|---|---|
| Distinct (%) | 43.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -25.801903 |
| Minimum | -111.8634 |
|---|---|
| Maximum | 121.76225 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 55.9% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | -111.8634 |
|---|---|
| 5-th percentile | -95.887291 |
| Q1 | -83.66485 |
| median | -77.2848 |
| Q3 | 34.8064 |
| 95-th percentile | 121.76225 |
| Maximum | 121.76225 |
| Range | 233.62565 |
| Interquartile range (IQR) | 118.47125 |
Descriptive statistics
| Standard deviation | 71.976659 |
|---|---|
| Coefficient of variation (CV) | -2.7895873 |
| Kurtosis | -0.90377161 |
| Mean | -25.801903 |
| Median Absolute Deviation (MAD) | 18.602491 |
| Skewness | 0.63744125 |
| Sum | -2399.5769 |
| Variance | 5180.6394 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| -93.296115 | 10 | 10.8% |
| 34.8064 | 8 | 8.6% |
| -83.62744 | 7 | 7.5% |
| 121.762254 | 6 | 6.5% |
| -83.62881 | 6 | 6.5% |
| 31.156006 | 5 | 5.4% |
| -77.2848 | 4 | 4.3% |
| -95.887291 | 3 | 3.2% |
| -83.675011 | 2 | 2.2% |
| -83.674547 | 2 | 2.2% |
| Other values (30) | 40 |
| Value | Count | Frequency (%) |
| -111.8634 | 1 | 1.1% |
| -105.031741 | 1 | 1.1% |
| -97.9862 | 1 | 1.1% |
| -95.887291 | 3 | 3.2% |
| -93.296115 | 10 | |
| -83.675011 | 2 | 2.2% |
| -83.674547 | 2 | 2.2% |
| -83.6745 | 2 | 2.2% |
| -83.66485 | 2 | 2.2% |
| -83.63078 | 2 | 2.2% |
| Value | Count | Frequency (%) |
| 121.762254 | 6 | |
| 121.5327 | 1 | 1.1% |
| 121.3063 | 1 | 1.1% |
| 91.62693 | 1 | 1.1% |
| 56.7133 | 1 | 1.1% |
| 40.212926 | 1 | 1.1% |
| 39.66955 | 2 | 2.2% |
| 35.8267 | 1 | 1.1% |
| 35.16159 | 1 | 1.1% |
| 35.04128 | 1 | 1.1% |
site_elevation
Real number (ℝ)
High correlation
| Distinct | 38 |
|---|---|
| Distinct (%) | 40.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 160.19892 |
| Minimum | -5111.3 |
|---|---|
| Maximum | 1791 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | 1.1% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | -5111.3 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 51.2 |
| median | 185.6 |
| Q3 | 202.8 |
| 95-th percentile | 575.1 |
| Maximum | 1791 |
| Range | 6902.3 |
| Interquartile range (IQR) | 151.6 |
Descriptive statistics
| Standard deviation | 622.76137 |
|---|---|
| Coefficient of variation (CV) | 3.8874254 |
| Kurtosis | 57.509282 |
| Mean | 160.19892 |
| Median Absolute Deviation (MAD) | 133.6 |
| Skewness | -6.308638 |
| Sum | 14898.5 |
| Variance | 387831.72 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 192.5 | 11 | 11.8% |
| 378 | 10 | 10.8% |
| 51.2 | 6 | 6.5% |
| 185.6 | 6 | 6.5% |
| 30.5 | 5 | 5.4% |
| 141 | 5 | 5.4% |
| 128.8 | 4 | 4.3% |
| 30.4 | 3 | 3.2% |
| 207.4 | 3 | 3.2% |
| 362.4 | 2 | 2.2% |
| Other values (28) | 38 |
| Value | Count | Frequency (%) |
| -5111.3 | 1 | 1.1% |
| 3.6 | 2 | 2.2% |
| 8 | 1 | 1.1% |
| 9 | 2 | 2.2% |
| 11.3 | 1 | 1.1% |
| 17.7 | 2 | 2.2% |
| 30 | 1 | 1.1% |
| 30.4 | 3 | |
| 30.5 | 5 | |
| 47.9 | 2 | 2.2% |
| Value | Count | Frequency (%) |
| 1791 | 1 | 1.1% |
| 1617.9 | 1 | 1.1% |
| 1320.5 | 1 | 1.1% |
| 621.4 | 1 | 1.1% |
| 580.2 | 1 | 1.1% |
| 571.7 | 1 | 1.1% |
| 440.8 | 1 | 1.1% |
| 378 | 10 | |
| 362.4 | 2 | 2.2% |
| 327.4 | 1 | 1.1% |
site_elevation_type
Unsupported
Missing Rejected Unsupported
| Missing | 93 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.8 KiB |
site_location_source
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.5 KiB |
| gps | |
|---|---|
| other | 7 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.1505376 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | other |
|---|---|
| 2nd row | other |
| 3rd row | other |
| 4th row | gps |
| 5th row | gps |
Common Values
| Value | Count | Frequency (%) |
| gps | 86 | |
| other | 7 | 7.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| gps | 86 | |
| other | 7 | 7.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| g | 86 | |
| p | 86 | |
| s | 86 | |
| o | 7 | 2.4% |
| t | 7 | 2.4% |
| h | 7 | 2.4% |
| e | 7 | 2.4% |
| r | 7 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 293 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| g | 86 | |
| p | 86 | |
| s | 86 | |
| o | 7 | 2.4% |
| t | 7 | 2.4% |
| h | 7 | 2.4% |
| e | 7 | 2.4% |
| r | 7 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 293 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| g | 86 | |
| p | 86 | |
| s | 86 | |
| o | 7 | 2.4% |
| t | 7 | 2.4% |
| h | 7 | 2.4% |
| e | 7 | 2.4% |
| r | 7 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 293 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| g | 86 | |
| p | 86 | |
| s | 86 | |
| o | 7 | 2.4% |
| t | 7 | 2.4% |
| h | 7 | 2.4% |
| e | 7 | 2.4% |
| r | 7 | 2.4% |
site_point
Categorical
High correlation
| Distinct | 41 |
|---|---|
| Distinct (%) | 44.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.2 KiB |
| 01010000A0E6100000B936548CF35257C0D7FA22A12D2542400000000000A07740 | |
|---|---|
| 01010000A0E6100000F20C1AFA27E854C07233DC80CFC744400000000000106840 | |
| 01010000A0E6100000B14F00C5C8705E402A8BC22E8AAE38409A99999999994940 | |
| 01010000A0E610000075594C6C3EE854C0F9DA334B02C844403333333333336740 | |
| 01010000A0E610000048BF7D1D3867414017B7D100DE0A40400000000000803E40 | 5 |
| Other values (36) |
Length
| Max length | 66 |
|---|---|
| Median length | 66 |
| Mean length | 66 |
| Min length | 66 |
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | 21.5% |
Sample
| 1st row | 01010000A0E610000040C23060C9F857C0B8CEBF5DF6134240CDCCCCCCCCEC6940 |
|---|---|
| 2nd row | 01010000A0E610000040C23060C9F857C0B8CEBF5DF6134240CDCCCCCCCCEC6940 |
| 3rd row | 01010000A0E610000040C23060C9F857C0B8CEBF5DF6134240CDCCCCCCCCEC6940 |
| 4th row | 01010000A0E6100000EB3BBF28411B44400114234BE6FC3D40CDCCCCCC4CF7B3C0 |
| 5th row | 01010000A0E610000073D712F241F75BC0F2D24D62106044400000000000A29440 |
Common Values
| Value | Count | Frequency (%) |
| 01010000A0E6100000B936548CF35257C0D7FA22A12D2542400000000000A07740 | 10 | 10.8% |
| 01010000A0E6100000F20C1AFA27E854C07233DC80CFC744400000000000106840 | 7 | 7.5% |
| 01010000A0E6100000B14F00C5C8705E402A8BC22E8AAE38409A99999999994940 | 6 | 6.5% |
| 01010000A0E610000075594C6C3EE854C0F9DA334B02C844403333333333336740 | 6 | 6.5% |
| 01010000A0E610000048BF7D1D3867414017B7D100DE0A40400000000000803E40 | 5 | 5.4% |
| 01010000A0E6100000D3FA5B02F0273F401D774A07EBA948400000000000A06140 | 5 | 5.4% |
| 01010000A0E6100000A779C7293A5253C009F9A067B37243409A99999999196040 | 4 | 4.3% |
| 01010000A0E610000048BF7D1D38674140B459F5B9DA0A40406666666666663E40 | 3 | 3.2% |
| 01010000A0E610000040C23060C9F857C0B8CEBF5DF6134240CDCCCCCCCCEC6940 | 3 | 3.2% |
| 01010000A0E61000002979758E01E551C044696FF085694540CDCCCCCCCCEC5040 | 2 | 2.2% |
| Other values (31) | 42 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 01010000a0e6100000b936548cf35257c0d7fa22a12d2542400000000000a07740 | 10 | 10.8% |
| 01010000a0e6100000f20c1afa27e854c07233dc80cfc744400000000000106840 | 7 | 7.5% |
| 01010000a0e6100000b14f00c5c8705e402a8bc22e8aae38409a99999999994940 | 6 | 6.5% |
| 01010000a0e610000075594c6c3ee854c0f9da334b02c844403333333333336740 | 6 | 6.5% |
| 01010000a0e610000048bf7d1d3867414017b7d100de0a40400000000000803e40 | 5 | 5.4% |
| 01010000a0e6100000d3fa5b02f0273f401d774a07eba948400000000000a06140 | 5 | 5.4% |
| 01010000a0e6100000a779c7293a5253c009f9a067b37243409a99999999196040 | 4 | 4.3% |
| 01010000a0e610000048bf7d1d38674140b459f5b9da0a40406666666666663e40 | 3 | 3.2% |
| 01010000a0e610000040c23060c9f857c0b8cebf5df6134240cdccccccccec6940 | 3 | 3.2% |
| 01010000a0e61000002d5c566133eb54c0d15ad1e638d544403333333333036840 | 2 | 2.2% |
| Other values (31) | 42 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2028 | |
| 4 | 503 | 8.2% |
| 1 | 451 | 7.3% |
| 6 | 342 | 5.6% |
| 3 | 337 | 5.5% |
| C | 318 | 5.2% |
| 9 | 309 | 5.0% |
| A | 289 | 4.7% |
| E | 256 | 4.2% |
| 7 | 226 | 3.7% |
| Other values (6) | 1079 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6138 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2028 | |
| 4 | 503 | 8.2% |
| 1 | 451 | 7.3% |
| 6 | 342 | 5.6% |
| 3 | 337 | 5.5% |
| C | 318 | 5.2% |
| 9 | 309 | 5.0% |
| A | 289 | 4.7% |
| E | 256 | 4.2% |
| 7 | 226 | 3.7% |
| Other values (6) | 1079 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6138 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2028 | |
| 4 | 503 | 8.2% |
| 1 | 451 | 7.3% |
| 6 | 342 | 5.6% |
| 3 | 337 | 5.5% |
| C | 318 | 5.2% |
| 9 | 309 | 5.0% |
| A | 289 | 4.7% |
| E | 256 | 4.2% |
| 7 | 226 | 3.7% |
| Other values (6) | 1079 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6138 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2028 | |
| 4 | 503 | 8.2% |
| 1 | 451 | 7.3% |
| 6 | 342 | 5.6% |
| 3 | 337 | 5.5% |
| C | 318 | 5.2% |
| 9 | 309 | 5.0% |
| A | 289 | 4.7% |
| E | 256 | 4.2% |
| 7 | 226 | 3.7% |
| Other values (6) | 1079 |
site_developer_key_id
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.3 KiB |
| 5 | |
|---|---|
| 1 | 8 |
| 4 | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 1 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 81 | |
| 1 | 8 | 8.6% |
| 4 | 4 | 4.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 81 | |
| 1 | 8 | 8.6% |
| 4 | 4 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 81 | |
| 1 | 8 | 8.6% |
| 4 | 4 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 93 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 81 | |
| 1 | 8 | 8.6% |
| 4 | 4 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 93 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 81 | |
| 1 | 8 | 8.6% |
| 4 | 4 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 93 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 81 | |
| 1 | 8 | 8.6% |
| 4 | 4 | 4.3% |
site_is_citizen_science
Boolean
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 930.0 B |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 93 |
site_nickname
Unsupported
Missing Rejected Unsupported
| Missing | 93 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.8 KiB |
site_true_latitude
Unsupported
Missing Rejected Unsupported
| Missing | 93 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.5 KiB |
site_true_longitude
Unsupported
Missing Rejected Unsupported
| Missing | 93 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.5 KiB |
site_true_elevation
Unsupported
Missing Rejected Unsupported
| Missing | 93 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.5 KiB |
site_true_point
Unsupported
Missing Rejected Unsupported
| Missing | 93 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.5 KiB |
Missing
| Distinct | 6 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 69 |
| Missing (%) | 74.2% |
| Memory size | 1.5 KiB |
| Minimum | 2014-08-25 00:00:00 |
|---|---|
| Maximum | 2021-08-17 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=6)
site_photo_primary_thumb_url
Categorical
High correlation Missing
| Distinct | 7 |
|---|---|
| Distinct (%) | 29.2% |
| Missing | 69 |
| Missing (%) | 74.2% |
| Memory size | 7.1 KiB |
| https://data.globe.gov/system/photos/2018/10/17/877470/thumb.jpg | |
|---|---|
| https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg | |
| https://data.globe.gov/system/photos/2017/01/25/121075/thumb.jpg | |
| https://data.globe.gov/system/photos/2018/10/17/878207/thumb.jpg | 1 |
| https://data.globe.gov/system/photos/2020/10/04/1939848/thumb.jpg | 1 |
| Other values (2) |
Length
| Max length | 65 |
|---|---|
| Median length | 64 |
| Mean length | 63.625 |
| Min length | 62 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 16.7% |
Sample
| 1st row | https://data.globe.gov/system/photos/2017/01/25/121075/thumb.jpg |
|---|---|
| 2nd row | https://data.globe.gov/system/photos/2017/01/25/121075/thumb.jpg |
| 3rd row | https://data.globe.gov/system/photos/2017/01/25/121075/thumb.jpg |
| 4th row | https://data.globe.gov/system/photos/2017/01/25/121075/thumb.jpg |
| 5th row | https://data.globe.gov/system/photos/2018/10/17/877470/thumb.jpg |
Common Values
| Value | Count | Frequency (%) |
| https://data.globe.gov/system/photos/2018/10/17/877470/thumb.jpg | 10 | 10.8% |
| https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg | 6 | 6.5% |
| https://data.globe.gov/system/photos/2017/01/25/121075/thumb.jpg | 4 | 4.3% |
| https://data.globe.gov/system/photos/2018/10/17/878207/thumb.jpg | 1 | 1.1% |
| https://data.globe.gov/system/photos/2020/10/04/1939848/thumb.jpg | 1 | 1.1% |
| https://data.globe.gov/system/photos/2021/08/17/2382687/thumb.jpg | 1 | 1.1% |
| https://data.globe.gov/system/photos/2020/09/21/1908813/thumb.jpg | 1 | 1.1% |
| (Missing) | 69 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| https://data.globe.gov/system/photos/2018/10/17/877470/thumb.jpg | 10 | |
| https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg | 6 | |
| https://data.globe.gov/system/photos/2017/01/25/121075/thumb.jpg | 4 | 16.7% |
| https://data.globe.gov/system/photos/2018/10/17/878207/thumb.jpg | 1 | 4.2% |
| https://data.globe.gov/system/photos/2020/10/04/1939848/thumb.jpg | 1 | 4.2% |
| https://data.globe.gov/system/photos/2021/08/17/2382687/thumb.jpg | 1 | 4.2% |
| https://data.globe.gov/system/photos/2020/09/21/1908813/thumb.jpg | 1 | 4.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 216 | 14.1% |
| t | 144 | 9.4% |
| s | 96 | 6.3% |
| o | 96 | 6.3% |
| h | 72 | 4.7% |
| . | 72 | 4.7% |
| g | 72 | 4.7% |
| p | 72 | 4.7% |
| 1 | 68 | 4.5% |
| 0 | 67 | 4.4% |
| Other values (19) | 552 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1527 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| / | 216 | 14.1% |
| t | 144 | 9.4% |
| s | 96 | 6.3% |
| o | 96 | 6.3% |
| h | 72 | 4.7% |
| . | 72 | 4.7% |
| g | 72 | 4.7% |
| p | 72 | 4.7% |
| 1 | 68 | 4.5% |
| 0 | 67 | 4.4% |
| Other values (19) | 552 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1527 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| / | 216 | 14.1% |
| t | 144 | 9.4% |
| s | 96 | 6.3% |
| o | 96 | 6.3% |
| h | 72 | 4.7% |
| . | 72 | 4.7% |
| g | 72 | 4.7% |
| p | 72 | 4.7% |
| 1 | 68 | 4.5% |
| 0 | 67 | 4.4% |
| Other values (19) | 552 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1527 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| / | 216 | 14.1% |
| t | 144 | 9.4% |
| s | 96 | 6.3% |
| o | 96 | 6.3% |
| h | 72 | 4.7% |
| . | 72 | 4.7% |
| g | 72 | 4.7% |
| p | 72 | 4.7% |
| 1 | 68 | 4.5% |
| 0 | 67 | 4.4% |
| Other values (19) | 552 |
site_photo_primary_photo_url
Categorical
High correlation Missing
| Distinct | 7 |
|---|---|
| Distinct (%) | 29.2% |
| Missing | 69 |
| Missing (%) | 74.2% |
| Memory size | 7.2 KiB |
| https://data.globe.gov/system/photos/2018/10/17/877470/original.jpg | |
|---|---|
| https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg | |
| https://data.globe.gov/system/photos/2017/01/25/121075/original.jpg | |
| https://data.globe.gov/system/photos/2018/10/17/878207/original.jpg | 1 |
| https://data.globe.gov/system/photos/2020/10/04/1939848/original.jpeg | 1 |
| Other values (2) |
Length
| Max length | 69 |
|---|---|
| Median length | 67 |
| Mean length | 66.666667 |
| Min length | 65 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 16.7% |
Sample
| 1st row | https://data.globe.gov/system/photos/2017/01/25/121075/original.jpg |
|---|---|
| 2nd row | https://data.globe.gov/system/photos/2017/01/25/121075/original.jpg |
| 3rd row | https://data.globe.gov/system/photos/2017/01/25/121075/original.jpg |
| 4th row | https://data.globe.gov/system/photos/2017/01/25/121075/original.jpg |
| 5th row | https://data.globe.gov/system/photos/2018/10/17/877470/original.jpg |
Common Values
| Value | Count | Frequency (%) |
| https://data.globe.gov/system/photos/2018/10/17/877470/original.jpg | 10 | 10.8% |
| https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg | 6 | 6.5% |
| https://data.globe.gov/system/photos/2017/01/25/121075/original.jpg | 4 | 4.3% |
| https://data.globe.gov/system/photos/2018/10/17/878207/original.jpg | 1 | 1.1% |
| https://data.globe.gov/system/photos/2020/10/04/1939848/original.jpeg | 1 | 1.1% |
| https://data.globe.gov/system/photos/2021/08/17/2382687/original.jpg | 1 | 1.1% |
| https://data.globe.gov/system/photos/2020/09/21/1908813/original.jpg | 1 | 1.1% |
| (Missing) | 69 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| https://data.globe.gov/system/photos/2018/10/17/877470/original.jpg | 10 | |
| https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg | 6 | |
| https://data.globe.gov/system/photos/2017/01/25/121075/original.jpg | 4 | 16.7% |
| https://data.globe.gov/system/photos/2018/10/17/878207/original.jpg | 1 | 4.2% |
| https://data.globe.gov/system/photos/2020/10/04/1939848/original.jpeg | 1 | 4.2% |
| https://data.globe.gov/system/photos/2021/08/17/2382687/original.jpg | 1 | 4.2% |
| https://data.globe.gov/system/photos/2020/09/21/1908813/original.jpg | 1 | 4.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 216 | 13.5% |
| t | 120 | 7.5% |
| o | 120 | 7.5% |
| s | 96 | 6.0% |
| g | 96 | 6.0% |
| p | 72 | 4.5% |
| a | 72 | 4.5% |
| . | 72 | 4.5% |
| 1 | 68 | 4.2% |
| 0 | 67 | 4.2% |
| Other values (21) | 601 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1600 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| / | 216 | 13.5% |
| t | 120 | 7.5% |
| o | 120 | 7.5% |
| s | 96 | 6.0% |
| g | 96 | 6.0% |
| p | 72 | 4.5% |
| a | 72 | 4.5% |
| . | 72 | 4.5% |
| 1 | 68 | 4.2% |
| 0 | 67 | 4.2% |
| Other values (21) | 601 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1600 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| / | 216 | 13.5% |
| t | 120 | 7.5% |
| o | 120 | 7.5% |
| s | 96 | 6.0% |
| g | 96 | 6.0% |
| p | 72 | 4.5% |
| a | 72 | 4.5% |
| . | 72 | 4.5% |
| 1 | 68 | 4.2% |
| 0 | 67 | 4.2% |
| Other values (21) | 601 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1600 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| / | 216 | 13.5% |
| t | 120 | 7.5% |
| o | 120 | 7.5% |
| s | 96 | 6.0% |
| g | 96 | 6.0% |
| p | 72 | 4.5% |
| a | 72 | 4.5% |
| . | 72 | 4.5% |
| 1 | 68 | 4.2% |
| 0 | 67 | 4.2% |
| Other values (21) | 601 |
site_photo_photo_data
Categorical
High correlation Missing
| Distinct | 7 |
|---|---|
| Distinct (%) | 29.2% |
| Missing | 69 |
| Missing (%) | 74.2% |
| Memory size | 48.5 KiB |
| {'North': [{'photo_id': 877470, 'date_taken': '2018-10-17', 'caption': 'View NRTH from Weather Station', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877470/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877470/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877470/thumb.jpg', 'created_at': '2018-10-17T23:02:00.666494'}], 'East': [{'photo_id': 877471, 'date_taken': '2018-10-17', 'caption': 'View EAST from Weather Station', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877471/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877471/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877471/thumb.jpg', 'created_at': '2018-10-17T23:02:24.672352'}], 'South': [{'photo_id': 877472, 'date_taken': '2018-10-17', 'caption': 'View SOUTH from Weather Station', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877472/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877472/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877472/thumb.jpg', 'created_at': '2018-10-17T23:02:41.897805'}], 'West': [{'photo_id': 877473, 'date_taken': '2018-10-17', 'caption': 'View West from Weather Station', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877473/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877473/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877473/thumb.jpg', 'created_at': '2018-10-17T23:03:00.566186'}], 'Upward': [{'photo_id': 877474, 'date_taken': '2018-10-17', 'caption': 'View UP', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877474/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877474/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877474/thumb.jpg', 'created_at': '2018-10-17T23:08:56.653446'}], 'Downward': [{'photo_id': 877475, 'date_taken': '2018-10-17', 'caption': 'View DOWN', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877475/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877475/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877475/thumb.jpg', 'created_at': '2018-10-17T23:09:21.367125'}]} | |
|---|---|
| {'North': [{'photo_id': 5818, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg', 'created_at': '2014-08-25T07:52:15.433179'}], 'East': [{'photo_id': 5819, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/thumb.jpg', 'created_at': '2014-08-25T07:52:57.662085'}], 'South': [{'photo_id': 5820, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/thumb.jpg', 'created_at': '2014-08-25T07:53:22.405523'}]} | |
| {'East': [{'photo_id': 121075, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/thumb.jpg', 'created_at': '2017-01-25T19:07:09.847289'}], 'South': [{'photo_id': 121076, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/thumb.jpg', 'created_at': '2017-01-25T19:07:30.123722'}], 'West': [{'photo_id': 121077, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/thumb.jpg', 'created_at': '2017-01-25T19:07:57.013095'}]} | |
| {'West': [{'photo_id': 878207, 'date_taken': '2018-10-17', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/878207/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/878207/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/878207/thumb.jpg', 'created_at': '2018-10-18T15:50:50.047083'}]} | 1 |
| {'North': [{'photo_id': 1939848, 'date_taken': '2020-10-04', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/10/04/1939848/original.jpeg', 'small_url': 'https://data.globe.gov/system/photos/2020/10/04/1939848/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/10/04/1939848/thumb.jpg', 'created_at': '2020-10-04T13:33:07.873575'}], 'East': [{'photo_id': 1939849, 'date_taken': '2020-10-04', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/10/04/1939849/original.jpeg', 'small_url': 'https://data.globe.gov/system/photos/2020/10/04/1939849/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/10/04/1939849/thumb.jpg', 'created_at': '2020-10-04T13:33:44.813678'}], 'South': [{'photo_id': 1939850, 'date_taken': '2020-10-04', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/10/04/1939850/original.jpeg', 'small_url': 'https://data.globe.gov/system/photos/2020/10/04/1939850/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/10/04/1939850/thumb.jpg', 'created_at': '2020-10-04T13:34:30.432983'}], 'West': [{'photo_id': 1939852, 'date_taken': '2020-10-04', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/10/04/1939852/original.jpeg', 'small_url': 'https://data.globe.gov/system/photos/2020/10/04/1939852/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/10/04/1939852/thumb.jpg', 'created_at': '2020-10-04T13:35:28.987119'}], 'Upward': [{'photo_id': 1957370, 'date_taken': '2020-10-04', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/10/04/1957370/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2020/10/04/1957370/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/10/04/1957370/thumb.jpg', 'created_at': '2020-10-12T21:00:37.506477'}], 'Downward': [{'photo_id': 1957373, 'date_taken': '2020-10-04', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/10/04/1957373/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2020/10/04/1957373/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/10/04/1957373/thumb.jpg', 'created_at': '2020-10-12T21:00:47.475082'}]} | 1 |
| Other values (2) |
Length
| Max length | 2521 |
|---|---|
| Median length | 2424 |
| Mean length | 1828 |
| Min length | 398 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 16.7% |
Sample
| 1st row | {'East': [{'photo_id': 121075, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/thumb.jpg', 'created_at': '2017-01-25T19:07:09.847289'}], 'South': [{'photo_id': 121076, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/thumb.jpg', 'created_at': '2017-01-25T19:07:30.123722'}], 'West': [{'photo_id': 121077, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/thumb.jpg', 'created_at': '2017-01-25T19:07:57.013095'}]} |
|---|---|
| 2nd row | {'East': [{'photo_id': 121075, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/thumb.jpg', 'created_at': '2017-01-25T19:07:09.847289'}], 'South': [{'photo_id': 121076, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/thumb.jpg', 'created_at': '2017-01-25T19:07:30.123722'}], 'West': [{'photo_id': 121077, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/thumb.jpg', 'created_at': '2017-01-25T19:07:57.013095'}]} |
| 3rd row | {'East': [{'photo_id': 121075, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/thumb.jpg', 'created_at': '2017-01-25T19:07:09.847289'}], 'South': [{'photo_id': 121076, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/thumb.jpg', 'created_at': '2017-01-25T19:07:30.123722'}], 'West': [{'photo_id': 121077, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/thumb.jpg', 'created_at': '2017-01-25T19:07:57.013095'}]} |
| 4th row | {'East': [{'photo_id': 121075, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/thumb.jpg', 'created_at': '2017-01-25T19:07:09.847289'}], 'South': [{'photo_id': 121076, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/thumb.jpg', 'created_at': '2017-01-25T19:07:30.123722'}], 'West': [{'photo_id': 121077, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/thumb.jpg', 'created_at': '2017-01-25T19:07:57.013095'}]} |
| 5th row | {'North': [{'photo_id': 877470, 'date_taken': '2018-10-17', 'caption': 'View NRTH from Weather Station', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877470/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877470/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877470/thumb.jpg', 'created_at': '2018-10-17T23:02:00.666494'}], 'East': [{'photo_id': 877471, 'date_taken': '2018-10-17', 'caption': 'View EAST from Weather Station', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877471/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877471/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877471/thumb.jpg', 'created_at': '2018-10-17T23:02:24.672352'}], 'South': [{'photo_id': 877472, 'date_taken': '2018-10-17', 'caption': 'View SOUTH from Weather Station', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877472/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877472/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877472/thumb.jpg', 'created_at': '2018-10-17T23:02:41.897805'}], 'West': [{'photo_id': 877473, 'date_taken': '2018-10-17', 'caption': 'View West from Weather Station', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877473/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877473/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877473/thumb.jpg', 'created_at': '2018-10-17T23:03:00.566186'}], 'Upward': [{'photo_id': 877474, 'date_taken': '2018-10-17', 'caption': 'View UP', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877474/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877474/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877474/thumb.jpg', 'created_at': '2018-10-17T23:08:56.653446'}], 'Downward': [{'photo_id': 877475, 'date_taken': '2018-10-17', 'caption': 'View DOWN', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877475/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877475/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877475/thumb.jpg', 'created_at': '2018-10-17T23:09:21.367125'}]} |
Common Values
| Value | Count | Frequency (%) |
| {'North': [{'photo_id': 877470, 'date_taken': '2018-10-17', 'caption': 'View NRTH from Weather Station', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877470/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877470/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877470/thumb.jpg', 'created_at': '2018-10-17T23:02:00.666494'}], 'East': [{'photo_id': 877471, 'date_taken': '2018-10-17', 'caption': 'View EAST from Weather Station', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877471/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877471/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877471/thumb.jpg', 'created_at': '2018-10-17T23:02:24.672352'}], 'South': [{'photo_id': 877472, 'date_taken': '2018-10-17', 'caption': 'View SOUTH from Weather Station', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877472/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877472/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877472/thumb.jpg', 'created_at': '2018-10-17T23:02:41.897805'}], 'West': [{'photo_id': 877473, 'date_taken': '2018-10-17', 'caption': 'View West from Weather Station', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877473/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877473/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877473/thumb.jpg', 'created_at': '2018-10-17T23:03:00.566186'}], 'Upward': [{'photo_id': 877474, 'date_taken': '2018-10-17', 'caption': 'View UP', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877474/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877474/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877474/thumb.jpg', 'created_at': '2018-10-17T23:08:56.653446'}], 'Downward': [{'photo_id': 877475, 'date_taken': '2018-10-17', 'caption': 'View DOWN', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/877475/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/877475/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/877475/thumb.jpg', 'created_at': '2018-10-17T23:09:21.367125'}]} | 10 | 10.8% |
| {'North': [{'photo_id': 5818, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg', 'created_at': '2014-08-25T07:52:15.433179'}], 'East': [{'photo_id': 5819, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/thumb.jpg', 'created_at': '2014-08-25T07:52:57.662085'}], 'South': [{'photo_id': 5820, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/thumb.jpg', 'created_at': '2014-08-25T07:53:22.405523'}]} | 6 | 6.5% |
| {'East': [{'photo_id': 121075, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121075/thumb.jpg', 'created_at': '2017-01-25T19:07:09.847289'}], 'South': [{'photo_id': 121076, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121076/thumb.jpg', 'created_at': '2017-01-25T19:07:30.123722'}], 'West': [{'photo_id': 121077, 'date_taken': '2017-01-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2017/01/25/121077/thumb.jpg', 'created_at': '2017-01-25T19:07:57.013095'}]} | 4 | 4.3% |
| {'West': [{'photo_id': 878207, 'date_taken': '2018-10-17', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2018/10/17/878207/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2018/10/17/878207/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2018/10/17/878207/thumb.jpg', 'created_at': '2018-10-18T15:50:50.047083'}]} | 1 | 1.1% |
| {'North': [{'photo_id': 1939848, 'date_taken': '2020-10-04', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/10/04/1939848/original.jpeg', 'small_url': 'https://data.globe.gov/system/photos/2020/10/04/1939848/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/10/04/1939848/thumb.jpg', 'created_at': '2020-10-04T13:33:07.873575'}], 'East': [{'photo_id': 1939849, 'date_taken': '2020-10-04', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/10/04/1939849/original.jpeg', 'small_url': 'https://data.globe.gov/system/photos/2020/10/04/1939849/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/10/04/1939849/thumb.jpg', 'created_at': '2020-10-04T13:33:44.813678'}], 'South': [{'photo_id': 1939850, 'date_taken': '2020-10-04', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/10/04/1939850/original.jpeg', 'small_url': 'https://data.globe.gov/system/photos/2020/10/04/1939850/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/10/04/1939850/thumb.jpg', 'created_at': '2020-10-04T13:34:30.432983'}], 'West': [{'photo_id': 1939852, 'date_taken': '2020-10-04', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/10/04/1939852/original.jpeg', 'small_url': 'https://data.globe.gov/system/photos/2020/10/04/1939852/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/10/04/1939852/thumb.jpg', 'created_at': '2020-10-04T13:35:28.987119'}], 'Upward': [{'photo_id': 1957370, 'date_taken': '2020-10-04', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/10/04/1957370/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2020/10/04/1957370/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/10/04/1957370/thumb.jpg', 'created_at': '2020-10-12T21:00:37.506477'}], 'Downward': [{'photo_id': 1957373, 'date_taken': '2020-10-04', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/10/04/1957373/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2020/10/04/1957373/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/10/04/1957373/thumb.jpg', 'created_at': '2020-10-12T21:00:47.475082'}]} | 1 | 1.1% |
| {'North': [{'photo_id': 2382687, 'date_taken': '2021-08-17', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2021/08/17/2382687/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2021/08/17/2382687/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2021/08/17/2382687/thumb.jpg', 'created_at': '2021-08-17T15:26:55.912502'}], 'East': [{'photo_id': 2382688, 'date_taken': '2021-08-17', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2021/08/17/2382688/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2021/08/17/2382688/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2021/08/17/2382688/thumb.jpg', 'created_at': '2021-08-17T15:28:57.45266'}], 'South': [{'photo_id': 2382689, 'date_taken': '2021-08-17', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2021/08/17/2382689/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2021/08/17/2382689/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2021/08/17/2382689/thumb.jpg', 'created_at': '2021-08-17T15:29:54.506737'}], 'West': [{'photo_id': 2382690, 'date_taken': '2021-08-17', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2021/08/17/2382690/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2021/08/17/2382690/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2021/08/17/2382690/thumb.jpg', 'created_at': '2021-08-17T15:31:24.29385'}]} | 1 | 1.1% |
| {'North': [{'photo_id': 1908813, 'date_taken': '2020-09-21', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/09/21/1908813/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2020/09/21/1908813/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/09/21/1908813/thumb.jpg', 'created_at': '2020-09-21T20:20:43.008859'}], 'East': [{'photo_id': 1908814, 'date_taken': '2020-09-21', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/09/21/1908814/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2020/09/21/1908814/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/09/21/1908814/thumb.jpg', 'created_at': '2020-09-21T20:20:52.364697'}], 'South': [{'photo_id': 1908815, 'date_taken': '2020-09-21', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/09/21/1908815/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2020/09/21/1908815/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/09/21/1908815/thumb.jpg', 'created_at': '2020-09-21T20:21:01.147195'}], 'West': [{'photo_id': 1908816, 'date_taken': '2020-09-21', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/09/21/1908816/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2020/09/21/1908816/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/09/21/1908816/thumb.jpg', 'created_at': '2020-09-21T20:21:10.361037'}], 'Upward': [{'photo_id': 1908817, 'date_taken': '2020-09-21', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/09/21/1908817/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2020/09/21/1908817/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/09/21/1908817/thumb.jpg', 'created_at': '2020-09-21T20:21:19.230688'}], 'Downward': [{'photo_id': 1908818, 'date_taken': '2020-09-21', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2020/09/21/1908818/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2020/09/21/1908818/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2020/09/21/1908818/thumb.jpg', 'created_at': '2020-09-21T20:21:28.683789'}]} | 1 | 1.1% |
| (Missing) | 69 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| thumb_url | 107 | 5.4% |
| date_taken | 107 | 5.4% |
| caption | 107 | 5.4% |
| photo_id | 107 | 5.4% |
| approval_status | 107 | 5.4% |
| approved | 107 | 5.4% |
| image_url | 107 | 5.4% |
| created_at | 107 | 5.4% |
| small_url | 107 | 5.4% |
| 2018-10-17 | 61 | 3.1% |
| Other values (164) | 975 |
Most occurring characters
| Value | Count | Frequency (%) |
| ' | 3330 | 7.6% |
| / | 2889 | 6.6% |
| t | 2888 | 6.6% |
| a | 2160 | 4.9% |
| o | 2107 | 4.8% |
| 1975 | 4.5% | |
| s | 1763 | 4.0% |
| p | 1617 | 3.7% |
| 1 | 1581 | 3.6% |
| 0 | 1506 | 3.4% |
| Other values (48) | 22056 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 43872 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| ' | 3330 | 7.6% |
| / | 2889 | 6.6% |
| t | 2888 | 6.6% |
| a | 2160 | 4.9% |
| o | 2107 | 4.8% |
| 1975 | 4.5% | |
| s | 1763 | 4.0% |
| p | 1617 | 3.7% |
| 1 | 1581 | 3.6% |
| 0 | 1506 | 3.4% |
| Other values (48) | 22056 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 43872 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| ' | 3330 | 7.6% |
| / | 2889 | 6.6% |
| t | 2888 | 6.6% |
| a | 2160 | 4.9% |
| o | 2107 | 4.8% |
| 1975 | 4.5% | |
| s | 1763 | 4.0% |
| p | 1617 | 3.7% |
| 1 | 1581 | 3.6% |
| 0 | 1506 | 3.4% |
| Other values (48) | 22056 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 43872 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| ' | 3330 | 7.6% |
| / | 2889 | 6.6% |
| t | 2888 | 6.6% |
| a | 2160 | 4.9% |
| o | 2107 | 4.8% |
| 1975 | 4.5% | |
| s | 1763 | 4.0% |
| p | 1617 | 3.7% |
| 1 | 1581 | 3.6% |
| 0 | 1506 | 3.4% |
| Other values (48) | 22056 |
developer_key_name
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| GLOBE Observer App | |
|---|---|
| GLOBE Data Entry Web Forms | 8 |
| GLOBE Data Entry App | 4 |
Length
| Max length | 26 |
|---|---|
| Median length | 18 |
| Mean length | 18.774194 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | GLOBE Data Entry App |
|---|---|
| 2nd row | GLOBE Data Entry App |
| 3rd row | GLOBE Data Entry App |
| 4th row | GLOBE Data Entry Web Forms |
| 5th row | GLOBE Observer App |
Common Values
| Value | Count | Frequency (%) |
| GLOBE Observer App | 81 | |
| GLOBE Data Entry Web Forms | 8 | 8.6% |
| GLOBE Data Entry App | 4 | 4.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| globe | 93 | |
| app | 85 | |
| observer | 81 | |
| data | 12 | 4.0% |
| entry | 12 | 4.0% |
| web | 8 | 2.7% |
| forms | 8 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 206 | ||
| r | 182 | |
| O | 174 | |
| e | 170 | |
| p | 170 | |
| E | 105 | 6.0% |
| G | 93 | 5.3% |
| L | 93 | 5.3% |
| B | 93 | 5.3% |
| b | 89 | 5.1% |
| Other values (12) | 371 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1746 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 206 | ||
| r | 182 | |
| O | 174 | |
| e | 170 | |
| p | 170 | |
| E | 105 | 6.0% |
| G | 93 | 5.3% |
| L | 93 | 5.3% |
| B | 93 | 5.3% |
| b | 89 | 5.1% |
| Other values (12) | 371 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1746 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 206 | ||
| r | 182 | |
| O | 174 | |
| e | 170 | |
| p | 170 | |
| E | 105 | 6.0% |
| G | 93 | 5.3% |
| L | 93 | 5.3% |
| B | 93 | 5.3% |
| b | 89 | 5.1% |
| Other values (12) | 371 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1746 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 206 | ||
| r | 182 | |
| O | 174 | |
| e | 170 | |
| p | 170 | |
| E | 105 | 6.0% |
| G | 93 | 5.3% |
| L | 93 | 5.3% |
| B | 93 | 5.3% |
| b | 89 | 5.1% |
| Other values (12) | 371 |
developer_key_is_citizen_science
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 930.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 81 | |
| False | 12 | 12.9% |
PCA_outlier_flag
Boolean
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 837.0 B |
| True |
|---|
| Value | Count | Frequency (%) |
| True | 93 |
Interactions
Correlations
| developer_key_is_citizen_science | developer_key_name | homogeneous_site_long_length_m | homogeneous_site_short_length_m | instrument_type | organizationid | sample_number | sample_surface_temperature_c | site_developer_key_id | site_elevation | site_id | site_latitude | site_location_source | site_longitude | site_name | site_photo_photo_data | site_photo_primary_photo_url | site_photo_primary_thumb_url | site_point | st_id | sts_id | submission_data | submission_elevation | submission_id | submission_latitude | submission_longitude | submission_point | surface_condition | surface_cover_type | user_type_description | userid | usertype | version | version_id | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| developer_key_is_citizen_science | 1.000 | 0.994 | 0.260 | 0.248 | 0.812 | 0.423 | 0.000 | 0.429 | 0.994 | 0.245 | 0.619 | 0.000 | 0.676 | 0.055 | 0.749 | 0.879 | 0.879 | 0.879 | 0.756 | 0.978 | 0.978 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.492 | 0.441 | 0.620 | 0.441 | 0.000 | 0.961 |
| developer_key_name | 0.994 | 1.000 | 0.100 | 0.189 | 0.821 | 0.410 | 0.000 | 0.289 | 1.000 | 0.252 | 0.625 | 0.000 | 0.834 | 0.272 | 0.753 | 0.900 | 0.900 | 0.900 | 0.760 | 0.736 | 0.770 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.068 | 0.568 | 0.512 | 0.395 | 0.512 | 0.000 | 0.650 |
| homogeneous_site_long_length_m | 0.260 | 0.100 | 1.000 | 0.954 | 0.637 | -0.293 | 0.092 | -0.240 | 0.100 | 0.575 | -0.259 | 0.216 | 0.148 | -0.637 | 0.775 | 0.900 | 0.900 | 0.900 | 0.783 | -0.693 | -0.693 | 0.785 | 0.529 | -0.667 | 0.229 | -0.603 | 0.806 | 0.000 | 0.627 | 0.145 | -0.566 | 0.145 | -0.124 | -0.768 |
| homogeneous_site_short_length_m | 0.248 | 0.189 | 0.954 | 1.000 | 0.507 | -0.173 | 0.041 | -0.229 | 0.189 | 0.605 | -0.150 | 0.322 | 0.185 | -0.711 | 0.775 | 0.900 | 0.900 | 0.900 | 0.783 | -0.680 | -0.680 | 0.826 | 0.585 | -0.665 | 0.337 | -0.704 | 0.813 | 0.095 | 0.475 | 0.212 | -0.583 | 0.212 | -0.182 | -0.749 |
| instrument_type | 0.812 | 0.821 | 0.637 | 0.507 | 1.000 | 0.699 | 0.312 | 0.351 | 0.821 | 0.821 | 0.723 | 0.698 | 0.812 | 0.656 | 0.883 | 1.000 | 1.000 | 1.000 | 0.849 | 0.543 | 0.573 | 0.624 | 0.876 | 0.655 | 0.609 | 0.673 | 0.791 | 0.626 | 0.793 | 0.526 | 0.770 | 0.526 | 0.000 | 0.679 |
| organizationid | 0.423 | 0.410 | -0.293 | -0.173 | 0.699 | 1.000 | -0.291 | 0.269 | 0.410 | -0.253 | 0.742 | 0.186 | 0.344 | 0.122 | 0.784 | 0.900 | 0.900 | 0.900 | 0.792 | 0.327 | 0.327 | 0.838 | -0.183 | 0.171 | 0.168 | 0.051 | 0.830 | 0.295 | 0.454 | 0.403 | 0.462 | 0.403 | -0.212 | 0.379 |
| sample_number | 0.000 | 0.000 | 0.092 | 0.041 | 0.312 | -0.291 | 1.000 | 0.070 | 0.000 | 0.012 | -0.247 | -0.125 | 0.106 | -0.101 | 0.247 | 0.000 | 0.000 | 0.000 | 0.236 | -0.022 | -0.022 | 0.000 | 0.028 | -0.048 | -0.085 | -0.146 | 0.137 | 0.255 | 0.000 | 0.000 | -0.028 | 0.000 | -0.037 | -0.008 |
| sample_surface_temperature_c | 0.429 | 0.289 | -0.240 | -0.229 | 0.351 | 0.269 | 0.070 | 1.000 | 0.289 | -0.338 | 0.339 | -0.493 | 0.440 | 0.308 | 0.417 | 0.455 | 0.455 | 0.455 | 0.431 | 0.226 | 0.226 | 0.236 | -0.223 | -0.076 | -0.460 | 0.265 | 0.335 | 0.163 | 0.250 | 0.207 | 0.465 | 0.207 | -0.020 | 0.257 |
| site_developer_key_id | 0.994 | 1.000 | 0.100 | 0.189 | 0.821 | 0.410 | 0.000 | 0.289 | 1.000 | 0.252 | 0.625 | 0.000 | 0.834 | 0.272 | 0.753 | 0.900 | 0.900 | 0.900 | 0.760 | 0.736 | 0.770 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.068 | 0.568 | 0.512 | 0.395 | 0.512 | 0.000 | 0.650 |
| site_elevation | 0.245 | 0.252 | 0.575 | 0.605 | 0.821 | -0.253 | 0.012 | -0.338 | 0.252 | 1.000 | -0.090 | 0.217 | 0.054 | -0.655 | 0.757 | 0.900 | 0.900 | 0.900 | 0.764 | -0.398 | -0.398 | 0.866 | 1.000 | -0.423 | 0.199 | -0.649 | 0.786 | 0.397 | 0.429 | 0.000 | -0.505 | 0.000 | -0.060 | -0.418 |
| site_id | 0.619 | 0.625 | -0.259 | -0.150 | 0.723 | 0.742 | -0.247 | 0.339 | 0.625 | -0.090 | 1.000 | 0.228 | 0.441 | -0.005 | 0.779 | 0.946 | 0.946 | 0.946 | 0.787 | 0.422 | 0.422 | 0.706 | -0.044 | 0.250 | 0.259 | -0.053 | 0.810 | 0.311 | 0.438 | 0.299 | 0.526 | 0.299 | -0.286 | 0.479 |
| site_latitude | 0.000 | 0.000 | 0.216 | 0.322 | 0.698 | 0.186 | -0.125 | -0.493 | 0.000 | 0.217 | 0.228 | 1.000 | 0.000 | -0.404 | 0.770 | 0.922 | 0.922 | 0.922 | 0.778 | -0.111 | -0.111 | 0.796 | 0.199 | -0.032 | 1.000 | -0.523 | 0.804 | 0.000 | 0.480 | 0.319 | -0.152 | 0.319 | -0.152 | -0.119 |
| site_location_source | 0.676 | 0.834 | 0.148 | 0.185 | 0.812 | 0.344 | 0.106 | 0.440 | 0.834 | 0.054 | 0.441 | 0.000 | 1.000 | 0.165 | 0.749 | 0.879 | 0.879 | 0.879 | 0.756 | 0.742 | 0.756 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.151 | 0.639 | 0.516 | 0.390 | 0.516 | 0.000 | 0.684 |
| site_longitude | 0.055 | 0.272 | -0.637 | -0.711 | 0.656 | 0.122 | -0.101 | 0.308 | 0.272 | -0.655 | -0.005 | -0.404 | 0.165 | 1.000 | 0.779 | 0.946 | 0.946 | 0.946 | 0.787 | 0.472 | 0.472 | 0.913 | -0.649 | 0.464 | -0.523 | 1.000 | 0.816 | 0.178 | 0.412 | 0.321 | 0.472 | 0.321 | 0.281 | 0.502 |
| site_name | 0.749 | 0.753 | 0.775 | 0.775 | 0.883 | 0.784 | 0.247 | 0.417 | 0.753 | 0.757 | 0.779 | 0.770 | 0.749 | 0.779 | 1.000 | 1.000 | 1.000 | 1.000 | 0.990 | 0.523 | 0.570 | 0.876 | 0.794 | 0.594 | 0.807 | 0.807 | 0.988 | 0.582 | 0.773 | 0.583 | 0.755 | 0.583 | 0.343 | 0.667 |
| site_photo_photo_data | 0.879 | 0.900 | 0.900 | 0.900 | 1.000 | 0.900 | 0.000 | 0.455 | 0.900 | 0.900 | 0.946 | 0.922 | 0.879 | 0.946 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.404 | 0.475 | 1.000 | 0.856 | 0.886 | 0.856 | 0.856 | 0.856 | 0.000 | 0.816 | 0.879 | 0.830 | 0.879 | 0.538 | 0.577 |
| site_photo_primary_photo_url | 0.879 | 0.900 | 0.900 | 0.900 | 1.000 | 0.900 | 0.000 | 0.455 | 0.900 | 0.900 | 0.946 | 0.922 | 0.879 | 0.946 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.404 | 0.475 | 1.000 | 0.856 | 0.886 | 0.856 | 0.856 | 0.856 | 0.000 | 0.816 | 0.879 | 0.830 | 0.879 | 0.538 | 0.577 |
| site_photo_primary_thumb_url | 0.879 | 0.900 | 0.900 | 0.900 | 1.000 | 0.900 | 0.000 | 0.455 | 0.900 | 0.900 | 0.946 | 0.922 | 0.879 | 0.946 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.404 | 0.475 | 1.000 | 0.856 | 0.886 | 0.856 | 0.856 | 0.856 | 0.000 | 0.816 | 0.879 | 0.830 | 0.879 | 0.538 | 0.577 |
| site_point | 0.756 | 0.760 | 0.783 | 0.783 | 0.849 | 0.792 | 0.236 | 0.431 | 0.760 | 0.764 | 0.787 | 0.778 | 0.756 | 0.787 | 0.990 | 1.000 | 1.000 | 1.000 | 1.000 | 0.533 | 0.580 | 0.894 | 0.804 | 0.608 | 0.816 | 0.816 | 1.000 | 0.592 | 0.778 | 0.592 | 0.763 | 0.592 | 0.359 | 0.566 |
| st_id | 0.978 | 0.736 | -0.693 | -0.680 | 0.543 | 0.327 | -0.022 | 0.226 | 0.736 | -0.398 | 0.422 | -0.111 | 0.742 | 0.472 | 0.523 | 0.404 | 0.404 | 0.404 | 0.533 | 1.000 | 1.000 | 0.000 | -0.423 | 1.000 | -0.032 | 0.464 | 0.684 | 0.714 | 0.204 | 0.418 | 0.640 | 0.418 | 0.274 | 0.941 |
| sts_id | 0.978 | 0.770 | -0.693 | -0.680 | 0.573 | 0.327 | -0.022 | 0.226 | 0.770 | -0.398 | 0.422 | -0.111 | 0.756 | 0.472 | 0.570 | 0.475 | 0.475 | 0.475 | 0.580 | 1.000 | 1.000 | 0.000 | -0.423 | 1.000 | -0.032 | 0.464 | 0.684 | 0.708 | 0.219 | 0.489 | 0.640 | 0.489 | 0.274 | 0.941 |
| submission_data | 1.000 | 1.000 | 0.785 | 0.826 | 0.624 | 0.838 | 0.000 | 0.236 | 1.000 | 0.866 | 0.706 | 0.796 | 1.000 | 0.913 | 0.876 | 1.000 | 1.000 | 1.000 | 0.894 | 0.000 | 0.000 | 1.000 | 0.843 | 0.423 | 0.849 | 0.913 | 0.894 | 0.310 | 0.651 | 1.000 | 0.760 | 1.000 | 0.546 | 0.249 |
| submission_elevation | 1.000 | 1.000 | 0.529 | 0.585 | 0.876 | -0.183 | 0.028 | -0.223 | 1.000 | 1.000 | -0.044 | 0.199 | 1.000 | -0.649 | 0.794 | 0.856 | 0.856 | 0.856 | 0.804 | -0.423 | -0.423 | 0.843 | 1.000 | -0.423 | 0.199 | -0.649 | 0.804 | 0.719 | 0.711 | 0.539 | -0.501 | 0.539 | 0.033 | -0.477 |
| submission_id | 1.000 | 1.000 | -0.667 | -0.665 | 0.655 | 0.171 | -0.048 | -0.076 | 1.000 | -0.423 | 0.250 | -0.032 | 1.000 | 0.464 | 0.594 | 0.886 | 0.886 | 0.886 | 0.608 | 1.000 | 1.000 | 0.423 | -0.423 | 1.000 | -0.032 | 0.464 | 0.608 | 0.714 | 0.157 | 0.560 | 0.500 | 0.560 | 0.073 | 0.907 |
| submission_latitude | 1.000 | 1.000 | 0.229 | 0.337 | 0.609 | 0.168 | -0.085 | -0.460 | 1.000 | 0.199 | 0.259 | 1.000 | 1.000 | -0.523 | 0.807 | 0.856 | 0.856 | 0.856 | 0.816 | -0.032 | -0.032 | 0.849 | 0.199 | -0.032 | 1.000 | -0.523 | 0.816 | 0.000 | 0.418 | 0.455 | -0.177 | 0.455 | -0.194 | -0.071 |
| submission_longitude | 1.000 | 1.000 | -0.603 | -0.704 | 0.673 | 0.051 | -0.146 | 0.265 | 1.000 | -0.649 | -0.053 | -0.523 | 1.000 | 1.000 | 0.807 | 0.856 | 0.856 | 0.856 | 0.816 | 0.464 | 0.464 | 0.913 | -0.649 | 0.464 | -0.523 | 1.000 | 0.816 | 0.192 | 0.461 | 0.484 | 0.471 | 0.484 | 0.227 | 0.525 |
| submission_point | 1.000 | 1.000 | 0.806 | 0.813 | 0.791 | 0.830 | 0.137 | 0.335 | 1.000 | 0.786 | 0.810 | 0.804 | 1.000 | 0.816 | 0.988 | 0.856 | 0.856 | 0.856 | 1.000 | 0.684 | 0.684 | 0.894 | 0.804 | 0.608 | 0.816 | 0.816 | 1.000 | 0.605 | 0.797 | 0.692 | 0.769 | 0.692 | 0.513 | 0.563 |
| surface_condition | 0.000 | 0.068 | 0.000 | 0.095 | 0.626 | 0.295 | 0.255 | 0.163 | 0.068 | 0.397 | 0.311 | 0.000 | 0.151 | 0.178 | 0.582 | 0.000 | 0.000 | 0.000 | 0.592 | 0.714 | 0.708 | 0.310 | 0.719 | 0.714 | 0.000 | 0.192 | 0.605 | 1.000 | 0.097 | 0.143 | 0.487 | 0.143 | 0.000 | 0.677 |
| surface_cover_type | 0.492 | 0.568 | 0.627 | 0.475 | 0.793 | 0.454 | 0.000 | 0.250 | 0.568 | 0.429 | 0.438 | 0.480 | 0.639 | 0.412 | 0.773 | 0.816 | 0.816 | 0.816 | 0.778 | 0.204 | 0.219 | 0.651 | 0.711 | 0.157 | 0.418 | 0.461 | 0.797 | 0.097 | 1.000 | 0.555 | 0.360 | 0.555 | 0.000 | 0.307 |
| user_type_description | 0.441 | 0.512 | 0.145 | 0.212 | 0.526 | 0.403 | 0.000 | 0.207 | 0.512 | 0.000 | 0.299 | 0.319 | 0.516 | 0.321 | 0.583 | 0.879 | 0.879 | 0.879 | 0.592 | 0.418 | 0.489 | 1.000 | 0.539 | 0.560 | 0.455 | 0.484 | 0.692 | 0.143 | 0.555 | 1.000 | 0.385 | 1.000 | 0.000 | 0.399 |
| userid | 0.620 | 0.395 | -0.566 | -0.583 | 0.770 | 0.462 | -0.028 | 0.465 | 0.395 | -0.505 | 0.526 | -0.152 | 0.390 | 0.472 | 0.755 | 0.830 | 0.830 | 0.830 | 0.763 | 0.640 | 0.640 | 0.760 | -0.501 | 0.500 | -0.177 | 0.471 | 0.769 | 0.487 | 0.360 | 0.385 | 1.000 | 0.385 | -0.158 | 0.673 |
| usertype | 0.441 | 0.512 | 0.145 | 0.212 | 0.526 | 0.403 | 0.000 | 0.207 | 0.512 | 0.000 | 0.299 | 0.319 | 0.516 | 0.321 | 0.583 | 0.879 | 0.879 | 0.879 | 0.592 | 0.418 | 0.489 | 1.000 | 0.539 | 0.560 | 0.455 | 0.484 | 0.692 | 0.143 | 0.555 | 1.000 | 0.385 | 1.000 | 0.000 | 0.399 |
| version | 0.000 | 0.000 | -0.124 | -0.182 | 0.000 | -0.212 | -0.037 | -0.020 | 0.000 | -0.060 | -0.286 | -0.152 | 0.000 | 0.281 | 0.343 | 0.538 | 0.538 | 0.538 | 0.359 | 0.274 | 0.274 | 0.546 | 0.033 | 0.073 | -0.194 | 0.227 | 0.513 | 0.000 | 0.000 | 0.000 | -0.158 | 0.000 | 1.000 | 0.203 |
| version_id | 0.961 | 0.650 | -0.768 | -0.749 | 0.679 | 0.379 | -0.008 | 0.257 | 0.650 | -0.418 | 0.479 | -0.119 | 0.684 | 0.502 | 0.667 | 0.577 | 0.577 | 0.577 | 0.566 | 0.941 | 0.941 | 0.249 | -0.477 | 0.907 | -0.071 | 0.525 | 0.563 | 0.677 | 0.307 | 0.399 | 0.673 | 0.399 | 0.203 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| st_id | site_id | measured_at | protocol_id | userid | surface_condition | organizationid | usertype | submission_id | st_updated_at | st_created_at | sts_id | sample_number | sample_surface_temperature_c | sample_snow_depth_mm | sample_snow_depth_flag | version_id | version | site_version_activated_at | version_date | site_version_comments | homogeneous_site_short_length_m | homogeneous_site_long_length_m | surface_cover_type | instrument_type | protocol_name | protocol_model | protocol_association_name | protocol_alt_name | protocol_investigation_area | user_type_description | submission_comments | submission_developer_key_id | submission_access_code_id | submission_latitude | submission_longitude | submission_elevation | submission_point | submission_data | protocol_set_name | protocol_set_code | site_name | site_activated_at | site_deactivated_at | site_comments | site_latitude | site_longitude | site_elevation | site_elevation_type | site_location_source | site_point | site_developer_key_id | site_is_citizen_science | site_nickname | site_true_latitude | site_true_longitude | site_true_elevation | site_true_point | site_photo_measured_at | site_photo_primary_thumb_url | site_photo_primary_photo_url | site_photo_photo_data | developer_key_name | developer_key_is_citizen_science | PCA_outlier_flag | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20492 | 42643 | 103775 | 2018-02-16 09:49:00 | 8 | 11763800 | None | 11763857 | -1 | <NA> | 2018-02-16 15:54:49.216835 | 2018-02-16 15:54:49.216835 | 284280 | 1 | 4.40 | NaN | <NA> | 11364 | 1 | 2017-12-22 22:34:49.528535 | 2017-12-22 22:34:49.528525 | Concrete Surface | 90.0 | 90.0 | concrete | Benetech GM3200 | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | not categorized | <NA> | <NA> | <NA> | NaN | NaN | NaN | None | None | <NA> | <NA> | Dove Science Academy Concrete Temp. | 2017-12-22 | NaT | <NA> | 36.155956 | -95.887291 | 207.4 | <NA> | other | 01010000A0E610000040C23060C9F857C0B8CEBF5DF6134240CDCCCCCCCCEC6940 | 4 | False | <NA> | NaN | NaN | NaN | None | NaT | <NA> | <NA> | <NA> | GLOBE Data Entry App | False | True |
| 20539 | 43587 | 103775 | 2018-03-06 09:53:00 | 8 | 11763800 | None | 11763857 | -1 | <NA> | 2018-03-06 15:55:27.203676 | 2018-03-06 15:55:27.203676 | 287325 | 1 | 8.90 | NaN | <NA> | 11563 | 2 | 2018-02-26 21:12:21.140837 | 2018-02-26 21:12:21.140829 | Concrete Surface | 90.0 | 90.0 | concrete | Benetech GM3200 | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | not categorized | <NA> | <NA> | <NA> | NaN | NaN | NaN | None | None | <NA> | <NA> | Dove Science Academy Concrete Temp. | 2017-12-22 | NaT | <NA> | 36.155956 | -95.887291 | 207.4 | <NA> | other | 01010000A0E610000040C23060C9F857C0B8CEBF5DF6134240CDCCCCCCCCEC6940 | 4 | False | <NA> | NaN | NaN | NaN | None | NaT | <NA> | <NA> | <NA> | GLOBE Data Entry App | False | True |
| 21967 | 56103 | 103775 | 2019-02-27 18:35:00 | 8 | 11763800 | wet | 11763857 | 11 | <NA> | 2019-02-27 18:38:03.734993 | 2019-02-27 18:38:03.734993 | 352128 | 1 | -1.25 | NaN | <NA> | 11563 | 2 | 2018-02-26 21:12:21.140837 | 2018-02-26 21:12:21.140829 | Concrete Surface | 90.0 | 90.0 | concrete | Benetech GM3200 | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | non-student user - trained | <NA> | <NA> | <NA> | NaN | NaN | NaN | None | None | <NA> | <NA> | Dove Science Academy Concrete Temp. | 2017-12-22 | NaT | <NA> | 36.155956 | -95.887291 | 207.4 | <NA> | other | 01010000A0E610000040C23060C9F857C0B8CEBF5DF6134240CDCCCCCCCCEC6940 | 4 | False | <NA> | NaN | NaN | NaN | None | NaT | <NA> | <NA> | <NA> | GLOBE Data Entry App | False | True |
| 23793 | 74313 | 102060 | 2019-10-16 09:17:00 | 8 | 31943308 | dry | 31941878 | 11 | <NA> | 2019-12-31 15:39:12.260695 | 2019-12-31 15:39:12.260695 | 420889 | 1 | 36.00 | NaN | <NA> | 11654 | 2 | 2018-03-20 08:43:35.569037 | 2018-03-20 08:43:35.569033 | <NA> | NaN | NaN | <NA> | <NA> | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | non-student user - trained | <NA> | <NA> | <NA> | NaN | NaN | NaN | None | None | <NA> | <NA> | الثانويه الثانيه بسكاكا | 2017-11-12 | NaT | <NA> | 29.987889 | 40.212926 | -5111.3 | <NA> | gps | 01010000A0E6100000EB3BBF28411B44400114234BE6FC3D40CDCCCCCC4CF7B3C0 | 1 | False | <NA> | NaN | NaN | NaN | None | NaT | <NA> | <NA> | <NA> | GLOBE Data Entry Web Forms | False | True |
| 34176 | 130077 | 268984 | 2023-03-27 19:19:00 | 8 | 68138946 | snow | 68139393 | 11 | 42057533 | 2023-03-27 19:26:51.484270 | 2023-03-27 19:26:51.484270 | 606273 | 3 | -2.40 | 50.0 | measurable | 21602 | 1 | 2022-03-29 21:17:21.907673 | 2022-03-29 21:17:21.907673 | auto-sync from atmosphere_sites | 90.0 | 90.0 | short grass | Etekcity 749 | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | non-student user - trained | The snow was slightly warmer, the closer it was to the parking lot. | 5 | <NA> | 40.75050 | -111.86340 | 1320.5 | 01010000A0E610000073D712F241F75BC0F2D24D62106044400000000000A29440 | None | Surface Temperature | 9808 | 12TVL271114 | 2022-03-02 | NaT | <NA> | 40.750500 | -111.863400 | 1320.5 | <NA> | gps | 01010000A0E610000073D712F241F75BC0F2D24D62106044400000000000A29440 | 5 | False | <NA> | NaN | NaN | NaN | None | NaT | <NA> | <NA> | <NA> | GLOBE Observer App | True | True |
| 38373 | 165075 | 218132 | 2025-03-07 09:11:00 | 8 | 116319735 | dry | 69841683 | 21 | 59144688 | 2025-03-07 09:12:44.456405 | 2025-03-07 09:12:44.456405 | 722757 | 3 | 7.00 | NaN | <NA> | 101057 | 227 | 2025-03-05 10:01:32.044661 | 2025-03-05 10:01:32.044647 | <NA> | 5.0 | 5.0 | asphalt | <NA> | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | student user - trained | <NA> | 5 | <NA> | 44.11380 | 15.23720 | 8.0 | 01010000A0E6100000EF38454772792E40742497FF900E46400000000000002040 | {'teacher_userid': 21341588} | Surface Temperature | 9808 | Dvorište - atmosfera | 2020-10-01 | NaT | <NA> | 44.113800 | 15.237200 | 8.0 | <NA> | gps | 01010000A0E6100000EF38454772792E40742497FF900E46400000000000002040 | 5 | False | <NA> | NaN | NaN | NaN | None | NaT | <NA> | <NA> | <NA> | GLOBE Observer App | True | True |
| 60604 | 45187 | 53371 | 2018-04-10 00:00:00 | 8 | 25166665 | wet | 25030112 | 21 | <NA> | 2018-04-13 12:55:30.681188 | 2018-04-13 12:55:30.681188 | 293923 | 8 | -2.60 | NaN | <NA> | 10794 | 1 | 2017-07-10 18:54:08.216758 | 2017-07-10 18:54:08.216747 | <NA> | 90.0 | 90.0 | <NA> | Etekcity774 | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | student user - trained | <NA> | <NA> | <NA> | NaN | NaN | NaN | None | None | <NA> | <NA> | Large Playground | 2017-07-10 | NaT | <NA> | 41.762343 | -83.585150 | 200.0 | <NA> | other | 01010000A0E61000004850FC1873E554C0D2AA967494E144400000000000006940 | 1 | False | <NA> | NaN | NaN | NaN | None | NaT | <NA> | <NA> | <NA> | GLOBE Data Entry Web Forms | False | True |
| 72829 | 159317 | 370197 | 2024-12-06 09:58:00 | 8 | 142150439 | dry | 137798950 | 21 | 55898121 | 2024-12-06 09:59:18.245387 | 2024-12-06 09:59:18.245387 | 703916 | 2 | 30.00 | NaN | <NA> | 82468 | 4 | 2024-11-30 19:09:07.362122 | 2024-11-30 19:09:07.362112 | <NA> | NaN | NaN | short grass | <NA> | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | student user - trained | <NA> | 5 | <NA> | 24.35010 | 56.71330 | 11.3 | 01010000A0E61000004F1E166A4D5B4C4061545227A05938409A99999999992640 | {'teacher_userid': 113932171} | Surface Temperature | 9808 | AFIFA | 2024-11-13 | NaT | <NA> | 24.350100 | 56.713300 | 11.3 | <NA> | gps | 01010000A0E61000004F1E166A4D5B4C4061545227A05938409A99999999992640 | 5 | False | <NA> | NaN | NaN | NaN | None | NaT | <NA> | <NA> | <NA> | GLOBE Observer App | True | True |
| 73150 | 163486 | 367215 | 2025-02-11 10:12:00 | 8 | 121494933 | dry | 121494950 | 11 | 58220916 | 2025-02-11 11:17:44.089144 | 2025-02-11 11:17:44.089144 | 716953 | 1 | 32.70 | NaN | <NA> | 85457 | 30 | 2024-12-22 10:23:33.722790 | 2024-12-22 10:23:33.722781 | <NA> | 10.0 | 10.0 | sand | Infrared Thermometer (LASERGRIP 749) | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | non-student user - trained | <NA> | 5 | <NA> | 30.86929 | 29.58706 | 66.2 | 01010000A0E61000002ECA6C9049963D4066BD18CA89DE3E40CDCCCCCCCC8C5040 | None | Surface Temperature | 9808 | Alexandria STEM School | 2024-10-14 | NaT | <NA> | 30.869290 | 29.587060 | 66.2 | <NA> | gps | 01010000A0E61000002ECA6C9049963D4066BD18CA89DE3E40CDCCCCCCCC8C5040 | 5 | False | <NA> | NaN | NaN | NaN | None | NaT | <NA> | <NA> | <NA> | GLOBE Observer App | True | True |
| 73161 | 163772 | 367215 | 2025-02-18 10:05:00 | 8 | 121494933 | dry | 121494950 | 11 | 58496929 | 2025-02-18 11:31:20.309241 | 2025-02-18 11:31:20.309241 | 718289 | 1 | 24.60 | NaN | <NA> | 85457 | 30 | 2024-12-22 10:23:33.722790 | 2024-12-22 10:23:33.722781 | <NA> | 10.0 | 10.0 | sand | Infrared Thermometer (LASERGRIP 749) | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | non-student user - trained | <NA> | 5 | <NA> | 30.86929 | 29.58706 | 66.2 | 01010000A0E61000002ECA6C9049963D4066BD18CA89DE3E40CDCCCCCCCC8C5040 | None | Surface Temperature | 9808 | Alexandria STEM School | 2024-10-14 | NaT | <NA> | 30.869290 | 29.587060 | 66.2 | <NA> | gps | 01010000A0E61000002ECA6C9049963D4066BD18CA89DE3E40CDCCCCCCCC8C5040 | 5 | False | <NA> | NaN | NaN | NaN | None | NaT | <NA> | <NA> | <NA> | GLOBE Observer App | True | True |
| st_id | site_id | measured_at | protocol_id | userid | surface_condition | organizationid | usertype | submission_id | st_updated_at | st_created_at | sts_id | sample_number | sample_surface_temperature_c | sample_snow_depth_mm | sample_snow_depth_flag | version_id | version | site_version_activated_at | version_date | site_version_comments | homogeneous_site_short_length_m | homogeneous_site_long_length_m | surface_cover_type | instrument_type | protocol_name | protocol_model | protocol_association_name | protocol_alt_name | protocol_investigation_area | user_type_description | submission_comments | submission_developer_key_id | submission_access_code_id | submission_latitude | submission_longitude | submission_elevation | submission_point | submission_data | protocol_set_name | protocol_set_code | site_name | site_activated_at | site_deactivated_at | site_comments | site_latitude | site_longitude | site_elevation | site_elevation_type | site_location_source | site_point | site_developer_key_id | site_is_citizen_science | site_nickname | site_true_latitude | site_true_longitude | site_true_elevation | site_true_point | site_photo_measured_at | site_photo_primary_thumb_url | site_photo_primary_photo_url | site_photo_photo_data | developer_key_name | developer_key_is_citizen_science | PCA_outlier_flag | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 714246 | 161016 | 33276 | 2024-12-11 04:05:00 | 8 | 118307717 | dry | 8220745 | 21 | 56647184 | 2024-12-28 12:43:02.271865 | 2024-12-28 12:43:02.271865 | 708619 | 7 | 22.4 | NaN | <NA> | 83979 | 1297 | 2024-12-06 08:22:45.201875 | 2024-12-06 08:22:45.201867 | <NA> | 22.0 | 31.55 | short grass | Raytech ST20 | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | student user - trained | <NA> | 5 | <NA> | 24.681796 | 121.762254 | 51.2 | 01010000A0E6100000B14F00C5C8705E402A8BC22E8AAE38409A99999999994940 | {'teacher_userid': 8227960} | Surface Temperature | 9808 | Turnip Cake | 2014-08-25 | NaT | <NA> | 24.681796 | 121.762254 | 51.2 | <NA> | gps | 01010000A0E6100000B14F00C5C8705E402A8BC22E8AAE38409A99999999994940 | 5 | False | <NA> | NaN | NaN | NaN | None | 2014-08-25 | https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg | https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg | {'North': [{'photo_id': 5818, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg', 'created_at': '2014-08-25T07:52:15.433179'}], 'East': [{'photo_id': 5819, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/thumb.jpg', 'created_at': '2014-08-25T07:52:57.662085'}], 'South': [{'photo_id': 5820, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/thumb.jpg', 'created_at': '2014-08-25T07:53:22.405523'}]} | GLOBE Observer App | True | True |
| 714353 | 161309 | 33276 | 2024-12-25 04:06:00 | 8 | 118307717 | dry | 8220745 | 21 | 56808429 | 2025-01-02 08:14:28.083256 | 2025-01-02 08:14:28.083256 | 709555 | 7 | 22.7 | NaN | <NA> | 83979 | 1297 | 2024-12-06 08:22:45.201875 | 2024-12-06 08:22:45.201867 | <NA> | 22.0 | 31.55 | short grass | Raytech ST20 | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | student user - trained | <NA> | 5 | <NA> | 24.681796 | 121.762254 | 51.2 | 01010000A0E6100000B14F00C5C8705E402A8BC22E8AAE38409A99999999994940 | {'teacher_userid': 8227960} | Surface Temperature | 9808 | Turnip Cake | 2014-08-25 | NaT | <NA> | 24.681796 | 121.762254 | 51.2 | <NA> | gps | 01010000A0E6100000B14F00C5C8705E402A8BC22E8AAE38409A99999999994940 | 5 | False | <NA> | NaN | NaN | NaN | None | 2014-08-25 | https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg | https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg | {'North': [{'photo_id': 5818, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg', 'created_at': '2014-08-25T07:52:15.433179'}], 'East': [{'photo_id': 5819, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/thumb.jpg', 'created_at': '2014-08-25T07:52:57.662085'}], 'South': [{'photo_id': 5820, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/thumb.jpg', 'created_at': '2014-08-25T07:53:22.405523'}]} | GLOBE Observer App | True | True |
| 714608 | 161503 | 33276 | 2025-01-07 04:04:00 | 8 | 136048935 | wet | 8220745 | 21 | 56974662 | 2025-01-07 04:10:40.018004 | 2025-01-07 04:10:40.018004 | 710220 | 6 | 15.0 | NaN | <NA> | 86488 | 1462 | 2025-01-06 04:10:46.849205 | 2025-01-06 04:10:46.849195 | <NA> | 22.0 | 31.55 | short grass | Raytech ST20 | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | student user - trained | <NA> | 5 | <NA> | 24.681796 | 121.762254 | 51.2 | 01010000A0E6100000B14F00C5C8705E402A8BC22E8AAE38409A99999999994940 | {'teacher_userid': 8227960} | Surface Temperature | 9808 | Turnip Cake | 2014-08-25 | NaT | <NA> | 24.681796 | 121.762254 | 51.2 | <NA> | gps | 01010000A0E6100000B14F00C5C8705E402A8BC22E8AAE38409A99999999994940 | 5 | False | <NA> | NaN | NaN | NaN | None | 2014-08-25 | https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg | https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg | {'North': [{'photo_id': 5818, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg', 'created_at': '2014-08-25T07:52:15.433179'}], 'East': [{'photo_id': 5819, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/thumb.jpg', 'created_at': '2014-08-25T07:52:57.662085'}], 'South': [{'photo_id': 5820, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/thumb.jpg', 'created_at': '2014-08-25T07:53:22.405523'}]} | GLOBE Observer App | True | True |
| 715064 | 162956 | 306039 | 2025-01-30 10:27:00 | 8 | 143113260 | dry | 98767129 | 21 | 57784193 | 2025-01-30 10:39:16.302760 | 2025-01-30 10:39:16.302760 | 714458 | 3 | 33.4 | NaN | <NA> | 87630 | 2 | 2025-01-16 08:55:01.260571 | 2025-01-16 08:55:01.260561 | <NA> | 3.0 | 3.00 | short grass | <NA> | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | student user - trained | <NA> | 5 | <NA> | 32.084900 | 34.806400 | 30.5 | 01010000A0E610000048BF7D1D3867414017B7D100DE0A40400000000000803E40 | {'teacher_userid': 98766896} | Surface Temperature | 9808 | Hagefen astroturf 2025 | 2023-03-02 | NaT | <NA> | 32.084900 | 34.806400 | 30.5 | <NA> | gps | 01010000A0E610000048BF7D1D3867414017B7D100DE0A40400000000000803E40 | 5 | False | <NA> | NaN | NaN | NaN | None | NaT | <NA> | <NA> | <NA> | GLOBE Observer App | True | True |
| 715134 | 163201 | 306039 | 2025-02-05 10:29:00 | 8 | 143113260 | wet | 98767129 | 21 | 58003515 | 2025-02-05 10:32:16.237389 | 2025-02-05 10:32:16.237389 | 715597 | 9 | 22.2 | NaN | <NA> | 89213 | 7 | 2025-02-04 10:40:20.071389 | 2025-02-04 10:40:20.071380 | <NA> | 3.0 | 3.00 | short grass | <NA> | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | student user - trained | <NA> | 5 | <NA> | 32.084900 | 34.806400 | 30.5 | 01010000A0E610000048BF7D1D3867414017B7D100DE0A40400000000000803E40 | {'teacher_userid': 98766896} | Surface Temperature | 9808 | Hagefen astroturf 2025 | 2023-03-02 | NaT | <NA> | 32.084900 | 34.806400 | 30.5 | <NA> | gps | 01010000A0E610000048BF7D1D3867414017B7D100DE0A40400000000000803E40 | 5 | False | <NA> | NaN | NaN | NaN | None | NaT | <NA> | <NA> | <NA> | GLOBE Observer App | True | True |
| 715226 | 163518 | 306039 | 2025-02-12 10:33:00 | 8 | 143113246 | wet | 98767129 | 21 | 58260275 | 2025-02-12 10:38:18.854128 | 2025-02-12 10:38:18.854128 | 717138 | 7 | 17.5 | NaN | <NA> | 90313 | 11 | 2025-02-11 10:37:04.330351 | 2025-02-11 10:37:04.330343 | <NA> | 3.0 | 3.00 | short grass | <NA> | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | student user - trained | <NA> | 5 | <NA> | 32.084900 | 34.806400 | 30.5 | 01010000A0E610000048BF7D1D3867414017B7D100DE0A40400000000000803E40 | {'teacher_userid': 98766896} | Surface Temperature | 9808 | Hagefen astroturf 2025 | 2023-03-02 | NaT | <NA> | 32.084900 | 34.806400 | 30.5 | <NA> | gps | 01010000A0E610000048BF7D1D3867414017B7D100DE0A40400000000000803E40 | 5 | False | <NA> | NaN | NaN | NaN | None | NaT | <NA> | <NA> | <NA> | GLOBE Observer App | True | True |
| 715238 | 163602 | 306039 | 2025-02-14 09:19:00 | 8 | 143113246 | dry | 98767129 | 21 | 58337112 | 2025-02-14 09:21:21.538678 | 2025-02-14 09:21:21.538678 | 717448 | 6 | 19.1 | NaN | <NA> | 90350 | 12 | 2025-02-12 10:38:18.756810 | 2025-02-12 10:38:18.756802 | <NA> | 3.0 | 3.00 | short grass | <NA> | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | student user - trained | <NA> | 5 | <NA> | 32.084900 | 34.806400 | 30.5 | 01010000A0E610000048BF7D1D3867414017B7D100DE0A40400000000000803E40 | {'teacher_userid': 98766896} | Surface Temperature | 9808 | Hagefen astroturf 2025 | 2023-03-02 | NaT | <NA> | 32.084900 | 34.806400 | 30.5 | <NA> | gps | 01010000A0E610000048BF7D1D3867414017B7D100DE0A40400000000000803E40 | 5 | False | <NA> | NaN | NaN | NaN | None | NaT | <NA> | <NA> | <NA> | GLOBE Observer App | True | True |
| 715258 | 163685 | 306039 | 2025-02-17 10:35:00 | 8 | 143113288 | dry | 98767129 | 21 | 58456256 | 2025-02-17 10:38:13.419269 | 2025-02-17 10:38:13.419269 | 717714 | 8 | 33.5 | NaN | <NA> | 91175 | 14 | 2025-02-16 10:25:27.220936 | 2025-02-16 10:25:27.220928 | <NA> | 3.0 | 3.00 | short grass | <NA> | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | student user - trained | <NA> | 5 | <NA> | 32.084900 | 34.806400 | 30.5 | 01010000A0E610000048BF7D1D3867414017B7D100DE0A40400000000000803E40 | {'teacher_userid': 98766896} | Surface Temperature | 9808 | Hagefen astroturf 2025 | 2023-03-02 | NaT | <NA> | 32.084900 | 34.806400 | 30.5 | <NA> | gps | 01010000A0E610000048BF7D1D3867414017B7D100DE0A40400000000000803E40 | 5 | False | <NA> | NaN | NaN | NaN | None | NaT | <NA> | <NA> | <NA> | GLOBE Observer App | True | True |
| 715556 | 165067 | 33276 | 2025-01-26 04:02:00 | 8 | 136049059 | dry | 8220745 | 21 | 59138232 | 2025-03-07 04:56:43.983355 | 2025-03-07 04:56:43.983355 | 722729 | 7 | 18.4 | NaN | <NA> | 86571 | 1482 | 2025-01-07 04:10:40.028428 | 2025-01-07 04:10:40.028417 | <NA> | 22.0 | 31.55 | short grass | Raytech ST20 | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | student user - trained | <NA> | 5 | <NA> | 24.681796 | 121.762254 | 51.2 | 01010000A0E6100000B14F00C5C8705E402A8BC22E8AAE38409A99999999994940 | {'teacher_userid': 8227960} | Surface Temperature | 9808 | Turnip Cake | 2014-08-25 | NaT | <NA> | 24.681796 | 121.762254 | 51.2 | <NA> | gps | 01010000A0E6100000B14F00C5C8705E402A8BC22E8AAE38409A99999999994940 | 5 | False | <NA> | NaN | NaN | NaN | None | 2014-08-25 | https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg | https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg | {'North': [{'photo_id': 5818, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg', 'created_at': '2014-08-25T07:52:15.433179'}], 'East': [{'photo_id': 5819, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/thumb.jpg', 'created_at': '2014-08-25T07:52:57.662085'}], 'South': [{'photo_id': 5820, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/thumb.jpg', 'created_at': '2014-08-25T07:53:22.405523'}]} | GLOBE Observer App | True | True |
| 715704 | 165436 | 33276 | 2024-12-02 04:12:00 | 8 | 148277476 | dry | 8220745 | 21 | 59324438 | 2025-03-12 05:51:55.281499 | 2025-03-12 05:51:55.281499 | 724059 | 1 | 24.1 | NaN | <NA> | 79248 | 902 | 2024-10-26 08:38:10.619330 | 2024-10-26 08:38:10.619320 | <NA> | 22.0 | 31.55 | short grass | Raytech ST20 | Surface Temperature | SurfaceTemperature | surface_temperature | Surface Temperature | Atmosphere | student user - trained | <NA> | 5 | <NA> | 24.681796 | 121.762254 | 51.2 | 01010000A0E6100000B14F00C5C8705E402A8BC22E8AAE38409A99999999994940 | {'teacher_userid': 8227960} | Surface Temperature | 9808 | Turnip Cake | 2014-08-25 | NaT | <NA> | 24.681796 | 121.762254 | 51.2 | <NA> | gps | 01010000A0E6100000B14F00C5C8705E402A8BC22E8AAE38409A99999999994940 | 5 | False | <NA> | NaN | NaN | NaN | None | 2014-08-25 | https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg | https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg | {'North': [{'photo_id': 5818, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg', 'created_at': '2014-08-25T07:52:15.433179'}], 'East': [{'photo_id': 5819, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5819/thumb.jpg', 'created_at': '2014-08-25T07:52:57.662085'}], 'South': [{'photo_id': 5820, 'date_taken': '2014-08-25', 'caption': None, 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/original.jpg', 'small_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2014/08/25/5820/thumb.jpg', 'created_at': '2014-08-25T07:53:22.405523'}]} | GLOBE Observer App | True | True |